Updated on 2024/09/27

Information

 

写真a

 
EBIHARA YOSHIO
 
Organization
Faculty of Information Science and Electrical Engineering Department of Electrical Engineering Professor
School of Engineering Department of Electrical Engineering and Computer Science(Concurrent)
Graduate School of Information Science and Electrical Engineering Department of Electrical and Electronic Engineering(Concurrent)
Joint Graduate School of Mathematics for Innovation (Concurrent)
Title
Professor
Profile
Analysis and Synthesis of Dynamical Systems Using Convex Optimization
External link

Degree

  • Doctor

Research Interests・Research Keywords

  • Research theme: Reliability and Stability Verification of Neural Networks by Advanced Optimization Technology

    Keyword: neural network, reliability, stability, optimization theory,

    Research period: 2021.4

  • Research theme: Control System Analysis and Synthesis Using Convex Optimization

    Keyword: Control Theory, Optimization Theory

    Research period: 2002.4 - 2020.7

Awards

  • 2023 年度計測自動制御学会制御部門マルチシンポジウム賞(基礎分野)

    2023.3   計測自動制御学会   部門マルチシンポジウム賞(基礎分野,技術分野) 制御が主催する年次大会において、部門が関与する科学技術および産業の分野における発展に寄与するところが大きく、かつ優れた研究発表を行った登壇者個人と団体に贈呈する。

  • One of the Very Best Papers at European Control Conference 2021

    2021.7   European Control Conference 2021  

  • IFAC Automatica Outstanding Service Award

    2021.3   IFAC   Grateful recognition of many years of dedicated service to the control community as an Associate Editor of Automatica Term of office 2015-2021

  • 計測自動制御学会制御部門研究賞(木村賞)

    2019.3  

  • SICE Annual Conference International Award

    2018.9  

  • システム制御情報学会学会賞論文賞

    2016.5  

  • システム制御情報学会学会賞論文賞

    2014.5  

  • 計測自動制御学会制御部門パイオニア賞

    2013.3  

  • ICCAS 2012 Outstanding Paper Award

    2012.10   ICROS  

  • システム制御情報学会学会賞産業技術賞

    2011.5  

  • SICE Annual Conference International Award

    2009.8  

  • 計測自動制御学会論文賞

    2008.8  

  • Student Best Paper Finalist Award in 2002 American Control Conference

    2002.5  

▼display all

Papers

  • l2 induced norm analysis of discrete-time LTI systems for nonnegative input signals and its application to stability analysis of recurrent neural networks Invited Reviewed International journal

    Y. Ebihara, H. Waki, V. Magron, N. H. A. Mai, D. Peaucelle, S. Tarbouriech

    European Journal of Control   2021.10

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • 半正定値計画によるH 性能限界解析 Invited Reviewed

    蛯原 義雄, 脇 隼人, 瀬部 昇

    計測と制御 = Journal of the Society of Instrument and Control Engineers   59 ( 3 )   218 - 225   2020.3

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    H Performance Limitation Analysis Using Semidefinite Programming

    DOI: 10.11499/sicejl.59.218

  • Analysis and synthesis of interconnected positive systems Reviewed

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    IEEE Transactions on Automatic Control   62 ( 2 )   652 - 667   2017.2

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper is concerned with the analysis and synthesis of interconnected systems constructed from heterogeneous positive subsystems and a nonnegative interconnection matrix. We first show that admissibility, to be defined in this paper, is an essential requirement in constructing such interconnected systems. Then, we clarify that the interconnected system is admissible and stable if and only if a Metzler matrix, which is built from the coefficient matrices of positive subsystems and the nonnegative interconnection matrix, is Hurwitz stable. By means of this key result, we further provide several results that characterize the admissibility and stability of the interconnected system in terms of the Frobenius eigenvalue of the interconnection matrix and the weighted L1- induced norm of the positive subsystems again to be defined in this paper. Moreover, in the case where every subsystem is SISO, we provide explicit conditions under which the interconnected system has the property of persistence, i.e., its state converges to a unique strictly positive vector (that is known in advance up to a strictly positive constant multiplicative factor) for any nonnegative and nonzero initial state. As an important consequence of this property, we show that the output of the interconnected system converges to a scalar multiple of the right eigenvector of a nonnegative matrix associated with its Frobenius eigenvalue, where the nonnegative matrix is nothing but the interconnection matrix scaled by the steady-stage gains of the positive subsystems. This result is then naturally and effectively applied to formation control of multiagent systems with positive dynamics. This result can be seen as a generalization of a well-known consensus algorithm that has been basically applied to interconnected systems constructed from integrators.

    DOI: 10.1109/TAC.2016.2558287

  • Reflection on the IFAC WC 2023: From the Viewpoint of the Organizers

    IMURA Jun-ichi, ISHII Hideaki, EBIHARA Yoshio

    Journal of The Society of Instrument and Control Engineers   63 ( 7 )   392 - 400   2024.7   ISSN:04534662 eISSN:18838170

     More details

    Language:Japanese   Publisher:The Society of Instrument and Control Engineers  

    DOI: 10.11499/sicejl.63.392

    CiNii Research

  • Internal/External Positivity of Sampled-Data Systems: Definitions and the Necessary and Sufficient Conditions Reviewed International journal

    R. Shiga, T. Hagiwara, and Y. Ebihara

    IEEE Access   2024.1

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • Optimization of Short-Term Operation of V2X Systems in Off-grids based on Nonlinear Programming

    Tagami Riku, Yuno Tsuyoshi, Ebihara Yoshio, Sakamoto Takuya, Wakutani Masayuki, Yonezawa Kento

    Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers   SCI24 ( 0 )   431 - 438   2024

     More details

    Language:Japanese   Publisher:The Institute of Systems, Control and Information Engineers  

    DOI: 10.11509/sci.sci24.0_431

    CiNii Research

  • A Lyapunov-Based Method of Reducing Activation Functions of Recurrent Neural Networks for Stability Analysis

    Yuno, T; Fukuchi, K; Ebihara, Y

    IEEE CONTROL SYSTEMS LETTERS   8   1102 - 1107   2024   eISSN:2475-1456

     More details

    Publisher:IEEE Control Systems Letters  

    This letter proposes a Lyapunov-based method of reducing the number of activation functions of a recurrent neural network (RNN) for its stability analysis. To the best of the authors' knowledge, no method has been presented for pruning RNNs with respecting their stability properties. We are the first to present an effective solution method for this important problem in the control community and machine learning community. The proposed reduction method follows the intuitive policy: compose a reduced RNN by removing some activation functions whose 'magnitudes' with respect to their weighted actions are 'small' in some sense, and analyze its stability to guarantee the stability of the original RNN. Moreover, we theoretically justify this policy by proving several theorems that are applicable to general reduction methods. In addition, we propose a method of rendering the proposed reduction method less conservative, on the basis of semidefinite programming. The effectiveness of the proposed methods is demonstrated on a numerical example.

    DOI: 10.1109/LCSYS.2024.3406609

    Web of Science

    Scopus

  • About an Alternative S-Variable Condition for State-Feedback Design

    Peaucelle D., Hosoe Y., Ebihara Y.

    2024 European Control Conference, ECC 2024   2991 - 2996   2024   ISBN:9783907144107

     More details

    Publisher:2024 European Control Conference, ECC 2024  

    The study of recent papers brought our attention to an alternative matrix inequality condition for state-feedback design. This condition falls in the category of S-variable results. At the difference of previous conditions it does not involve Schur complement or duality arguments and thus simplifies significantly the mathematical derivations. We provide in this paper a detailed description of the core elements of this new to us result. We then expose some derivations for pole location and time-response performances of uncertain systems with constant or time-varying uncertainties, as well as for some non-linear systems.

    DOI: 10.23919/ECC64448.2024.10591320

    Scopus

  • Internal/External Positivity of Sampled-Data Systems: Definitions and the Necessary and Sufficient Conditions

    Shiga, R; Hagiwara, T; Ebihara, Y

    IEEE ACCESS   12   1031 - 1038   2024   ISSN:2169-3536

     More details

    Publisher:IEEE Access  

    This paper is an attempt to extend the theory of positive systems to sampled-data systems. Even though where to take the initial time is unimportant in positivity of linear time-invariant systems, this is not the case for sampled-data systems because of their periodically time-varying nature from the perspective of the continuous-time input and output signals. Hence, we first study positivity of sampled-data systems by considering the case where a sampling instant is viewed as the initial time. We then further consider the case where an arbitrary intersample instant is viewed as the initial time, and we finally give the necessary and sufficient conditions for ultimate notions of (i.e., initial-time-independent) internal/external positivity of sampled-data systems. The arguments of this paper are then illustrated through numerical examples.

    DOI: 10.1109/ACCESS.2023.3347281

    Web of Science

    Scopus

  • Local Lipschitz Constant Computation of ReLU-FNNs: Upper Bound Computation with Exactness Verification

    Ebihara Y., Dai X., Yuno T., Magron V., Peaucelle D., Tarbouriech S.

    2024 European Control Conference, ECC 2024   2506 - 2511   2024   ISBN:9783907144107

     More details

    Publisher:2024 European Control Conference, ECC 2024  

    This paper is concerned with the computation of the local Lipschitz constant of feedforward neural networks (FNNs) with activation functions being rectified linear units (ReLUs). The local Lipschitz constant of an FNN for a target input is a reasonable measure for its quantitative evaluation of the reliability. By following a standard procedure using multipliers that capture the behavior of ReLU s, we first reduce the upper bound computation problem of the local Lipschitz constant into a semidefinite programming problem (SDP). Here we newly introduce copositive multipliers to capture the ReLU behavior accurately. Then, by considering the dual of the SDP for the upper bound computation, we second derive a viable test to conclude the exactness of the computed upper bound. However, these SDPs are intractable for practical FNNs with hundreds of ReLUs. To address this issue, we further propose a method to construct a reduced order model whose input-output property is identical to the original FNN over a neighborhood of the target input. We finally illustrate the effectiveness of the model reduction and exactness verification methods with numerical examples of practical FNNs.

    DOI: 10.23919/ECC64448.2024.10590974

    Scopus

  • Lower Bound Analysis of L2+ Induced Norm of Multi-Input Continuous-Time LTI Systems

    Gyotoku Hibiki, Ebihara Yoshio

    Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers   SCI24 ( 0 )   1034 - 1041   2024

     More details

    Language:Japanese   Publisher:The Institute of Systems, Control and Information Engineers  

    DOI: 10.11509/sci.sci24.0_1034

    CiNii Research

  • サンプル値系の外部非負性とLq/L∞ ハンケルノルム解析 Reviewed

    志賀亮介,萩原朋道,蛯原義雄

    計測自動制御学会論文集   2023.2

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

  • Stability Analysis of Continuous-Time Recurrent Neural Networks by IQC with Copositive Multipliers

    Takao Ryota, Fujii Tatsuki, Motooka Hayato, Ebihara Yoshio

    Transactions of the Institute of Systems, Control and Information Engineers   36 ( 1 )   17 - 25   2023.1   ISSN:13425668 eISSN:2185811X

     More details

    Language:Japanese   Publisher:THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)  

    <p>This paper addresses the stability analysis problem of recurrent neural networks (RNNs) with activation functions being rectified linear units (ReLUs). In particular, we focus on the linear nonegative properties of the input-output signals of ReLUs. To capture these linear properties within the framework of integral quadratic constraint (IQC), we introduce a copositive multiplier constructed from a copositive matrix. This enables us to capture the linear input-output properties of ReLUs in quadratic form. By using the copositive multipliers in additon to existing multipliers, we can reduce the conservatism of the IQC-based stability analysis for RNNs. We also show that the proposed IQC-based stability condition with copositive multipliers can be viewed as an extension of a recently proposed scaled small-gain stability condition based on the <i>L</i><sub>2+ </sub>induced norm.</p>

    DOI: 10.5687/iscie.36.17

    CiNii Research

  • 積分二次制約と共正値マルチプライアを用いた連続時間再帰型ニューラルネットワークの安定性解析 Reviewed

    高尾亮太,藤井達希,本岡駿人,蛯原義雄

    システム制御情報学会論文誌   2023.1

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

  • Definitions of Internal/External Positivity of Sampled-Data Systems and the Necessary and Sufficient Conditions

    Shiga, R; Hagiwara, T; Ebihara, Y

    IFAC PAPERSONLINE   56 ( 2 )   5053 - 5058   2023   ISSN:2405-8963 ISBN:9781713872344

     More details

    Publisher:IFAC-PapersOnLine  

    This paper extends the theory of positive systems to sampled-data systems. When considering positivity of LTI systems, where to take the initial time is unimportant. However, since sampled-data systems are periodically time-varying systems from the perspective of the continuous-time input and output signals, it is important to consider which time should be viewed as the initial time. Therefore, this paper studies positivity of sampled-data systems first by considering the case where a sampling instant is viewed as the initial time, and secondly by further considering the case where an arbitrary intersample instant is viewed as the initial time. The two different situations lead to quite relevant issues of what to take as the initial conditions and what to assume on the initial conditions in appropriately defining the internal/external positivity of sampled-data systems. These arguments are combined to derive the necessary and sufficient conditions for ultimate notions of (i.e., initial-time-independent) internal/external positivity of sampled-data systems.

    DOI: 10.1016/j.ifacol.2023.10.1285

    Web of Science

    Scopus

  • Impulse-to-Peak Optimization of Positive Linear Systems via DC Programming

    Zhao, CY; Gong, X; Ebihara, Y; Ogura, M

    IFAC PAPERSONLINE   56 ( 2 )   5059 - 5064   2023   ISSN:2405-8963 ISBN:9781713872344

     More details

    Publisher:IFAC-PapersOnLine  

    This paper is concerned with the optimization of the impulse-to-peak value of positive linear systems. Although the results of the analysis of the peak value of positive linear systems have been reported in the literature, the synthesis problem of impulse-to-peak value remains unresolved. To address this problem, in this paper we show that a cost-constrained minimization problem of the impulse-to-peak value of parameterized positive linear systems can be reduced to a DC (difference of convex functions) program. The derivation utilizes the log-log convexity of posynomial functions and a recent characterization of the impulse-to-peak value of positive systems via a linear program. To illustrate the effectiveness of our results, we study the optimization problem for minimizing the peak infection of networked epidemic spreading processes.

    DOI: 10.1016/j.ifacol.2023.10.1286

    Web of Science

    Scopus

  • Lower Bound Analysis of L<sub>p+</sub> Induced Norm for LTI Systems

    Ebihara, Y; Sebe, N; Waki, H; Hagiwara, T

    IFAC PAPERSONLINE   56 ( 2 )   2425 - 2430   2023   ISSN:2405-8963 ISBN:9781713872344

     More details

    Publisher:IFAC-PapersOnLine  

    In this paper, we focus on the lower bounds of the Lp (p ∈ [1, ∞), p = ∞) induced norms of continuous-time LTI systems where input signals are restricted to be nonnegative. This induced norm, called the Lp+ induced norm, is particularly useful for the stability analysis of nonlinear feedback systems constructed from linear systems and static nonlinearities where the nonlinearities provide only nonnegative signals for the case p = 2. To have deeper understanding on the Lp+ induced norm, we analyze its lower bounds with respect to the standard Lp induced norm in this paper. As the main result, we show that the Lp+ induced norm of an LTI system cannot be smaller than the Lp induced norm scaled by 2(1−p)/p for ∈ [1, ∞) (scaled by 2−1 for p = ∞). On the other hand, in the case where p = 2, we further propose a method to compute better (larger) lower bounds for single-input systems via reduction of the lower bound analysis problem into a semi-infinite programming problem. The effectiveness of the lower bound computation method, together with an upper bound computation method proposed in our preceding paper, is illustrated by numerical examples.

    DOI: 10.1016/j.ifacol.2023.10.1218

    Web of Science

    Scopus

  • External Positivity of Sampled-data Systems and Their <i>L<sub>q</sub></i>/<i>L</i><sub>∞</sub> Hankel Norm Analysis

    SHIGA Ryosuke, HAGIWARA Tomomichi, EBIHARA Yoshio

    Transactions of the Society of Instrument and Control Engineers   59 ( 3 )   92 - 102   2023   ISSN:04534654 eISSN:18838189

     More details

    Language:Japanese   Publisher:The Society of Instrument and Control Engineers  

    <p>This paper extends the theory of positive systems to sampled-data systems. When considering positivity of LTI systems, where to take the initial time is unimportant. However, since sampled-data systems are periodically time-varying from the perspective of continuous-time, introducing an adequate definition for their positivity should be relevant to considering which time to take as the initial time. This paper begins by studying positivity of sampled-data systems first by considering the case where a sampling instant is regarded as the initial time, and secondly by further considering the case where an arbitrary intersample instant is regarded as the initial time. These arguments are combined to derive the necessary and sufficient conditions for a unified notion of (i.e., initial-time-independent) positivity of sampled-data systems. This paper then applies this concept to the analysis of the <i>L<sub>q</sub></i>/<i>L</i><sub>∞</sub> Hankel norm, known as a measure for evaluating the effects of disturbances in dynamical systems. It is shown that positive sampled-data systems lead to concise expressions for the (quasi) <i>L<sub>q</sub></i>/<i>L</i><sub>∞</sub> Hankel norms not only for <i>q</i> = <i>∞</i> but also for <i>q</i> = 1,2, where the latter are hard to handle for general sampled-data systems. Some relevant properties for these norms are also shown. The theoretical results derived in this paper are confirmed through numerical examples.</p>

    DOI: 10.9746/sicetr.59.92

    CiNii Research

  • Performance Analysis of Dynamical Systems with Sector Nonlinearities via IQC with Copositive Multipliers

    Saeki Rin, Nishinaka Shingo, Yuno Tsuyoshi, Ebihara Yoshio

    Proceedings of the Japan Joint Automatic Control Conference   66 ( 0 )   818 - 825   2023

     More details

    Language:Japanese   Publisher:The Japan Joint Automatic Control Conference  

    DOI: 10.11511/jacc.66.0_818

    CiNii Research

  • A Study on Model Reduction of Recurrent Neural Networks

    Fukuchi Kazuma, Yuno Tsuyoshi, Ebihara Yoshio

    Proceedings of the Japan Joint Automatic Control Conference   66 ( 0 )   135 - 140   2023

     More details

    Language:Japanese   Publisher:The Japan Joint Automatic Control Conference  

    DOI: 10.11511/jacc.66.0_135

    CiNii Research

  • Lower bound analysis of L2+ induced norm with information on DC gain

    Hatsumura Yuuki, Sebe Noboru, Ebihara Yoshio, Waki Hayato

    Proceedings of the Japan Joint Automatic Control Conference   66 ( 0 )   125 - 129   2023

     More details

    Language:Japanese   Publisher:The Japan Joint Automatic Control Conference  

    DOI: 10.11511/jacc.66.0_125

    CiNii Research

  • Nonlinear Control via the SOS Method for the Output Voltage of Buck Converters Based on Discretized Bilinear Models

    Yang Xi, Ebihara Yoshio, Hagiwara Tomomichi

    Transactions of the Institute of Systems, Control and Information Engineers   35 ( 6 )   153 - 164   2022.6   ISSN:13425668 eISSN:2185811X

     More details

    Language:Japanese   Publisher:THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)  

    <p>In this paper, nonlinear controllers are designed for buck converters via the Sum of Squares (SOS) method based on their discretized bilinear model. We first consider a class of control laws in a rational funciton. The condition of Lyapunov stability theory is converted to an SOS condition, and by using the SOS method, a nonlinear stabilizing controller for the discrete-time system is derived to ensure that input constraints on buck converters can also be satisfied. However, with such a control law, the rate of convergence may be poor. To solve this problem, we next obtain through the SOS method a control law satisfying the input constraints and maximizing the Lyapunov function decrement in each sampling time. Finally, simulation and experimental results are shown to confirm the effectiveness of the second control law.</p>

    DOI: 10.5687/iscie.35.153

    CiNii Research

  • 離散化双線形モデルに基づくバックコンバータ出力電圧のSOS 手法による非線形制御 Reviewed

    楊熙,蛯原義雄,萩原朋道

    システム制御情報学会論文誌   35 ( 6 )   153 - 164   2022.6

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

  • <i>L</i><sub>2 </sub>Induced Norm Analysis for Nonnegative Input Signals and Its Application to Stability Analysis of Recurrent Neural Networks

    Motooka Hayato, Ebihara Yoshio

    Transactions of the Institute of Systems, Control and Information Engineers   35 ( 2 )   29 - 37   2022.2   ISSN:13425668 eISSN:2185811X

     More details

    Language:Japanese   Publisher:THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)  

    <p>A recurrent neural network (RNN) is a class of deep neural networks and able to imitate the behavior of dynamical systems due to its feedback mechanism. However, the feedback mechanism may cause network instability and hence the stability analysis of RNNs has been an important issue. From control theoretic viewpoint, we can readily apply the small gain theorem for the stability analysis of an RNN by representing it as a feedback connection with a linear time-invariant (LTI) system and a static nonlinear activation function typically being a rectified linear unit (ReLU). It is nonetheless true that the standard small gain theorem leads to conservative results since it does not care the important property that the ReLU returns nonnegative signals only. This motivates us to analyze the <i>L</i><sub>2 </sub>induced norm of LTI systems for nonnegative input signals, which is referred to the <i>L</i><sub>2+ </sub>induced norm in this paper. We characterize an upper bound of the <i>L</i><sub>2+ </sub>induced norm by copositive programming, and then derive a numerically tractable semidefinite programming problem for (loosened) upper bound computation. We finally derive an <i>L</i><sub>2+</sub>-induced-norm-based small gain theorem for the stability analysis of RNNs and illustrate its effectiveness by numerical examples.</p>

    DOI: 10.5687/iscie.35.29

    CiNii Research

  • 非負値入力に対するL2 誘導ノルムの解析と再帰型ニューラルネットワークの安定性解析への応用 Reviewed

    本岡駿人,蛯原義雄

    システム制御情報学会論文誌   2022.2

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

  • The lq/lp Hankel Norms of Discrete-Time Positive Systems Across Switching Invited Reviewed International journal

    Y. Ebihara

    SICE Journal of Control, Measurement, and System Integration   15 ( 2 )   109 - 118   2022.2

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • <i>L</i><sub>2+</sub> Induced Norm Analysis of Continuous-Time LTI Systems Using Positive Filters and Copositive Programming

    Ebihara, Y; Motooka, H; Waki, H; Sebe, N; Magron, V; Peaucelle, D; Tarbouriech, S

    2022 EUROPEAN CONTROL CONFERENCE (ECC)   1385 - 1390   2022   ISBN:978-3-907144-07-7

     More details

  • L<inf>2+</inf> Induced Norm Analysis of Continuous-Time LTI Systems Using Positive Filters and Copositive Programming

    Ebihara Y., Motooka H., Waki H., Sebe N., Magron V., Peaucelle D., Tarbouriech S.

    2022 European Control Conference, ECC 2022   1385 - 1390   2022   ISBN:9783907144077

     More details

    Publisher:2022 European Control Conference, ECC 2022  

    This paper is concerned with the analysis of the L2 induced norm of continuous-time LTI systems where the input signals are restricted to be nonnegative. This induced norm is referred to as the L2+ induced norm in this paper. It has been shown very recently that the L2+ induced norm is particularly useful for the stability analysis of nonlinear feedback systems constructed from linear systems and static nonlinearities where the nonlinear elements only provide nonnegative signals. For the upper bound computation of the L2+ induced norm, an approach with copositive programming has also been proposed. It is nonetheless true that this approach becomes effective only for multi-input systems, and for single-input systems this approach does not bring any improvement over the trivial upper bound, the standard L2 norm. To overcome this difficulty, we newly introduce positive filters to increase the number of positive signals. This enables us to enlarge the size of the copositive multipliers so that we can obtain better (smaller) upper bounds with copositive programming. Keywords: nonnegative signal, L2+ induced norm, positive filter, copositive programming

    DOI: 10.23919/ECC55457.2022.9838085

    Scopus

  • The l<inf>q</inf>/l<inf>p</inf> Hankel norms of discrete-time positive systems across switching

    Ebihara Y.

    SICE Journal of Control, Measurement, and System Integration   15 ( 2 )   109 - 118   2022

     More details

    Publisher:SICE Journal of Control, Measurement, and System Integration  

    In this study, we focus on the (Formula presented.) Hankel norms of linear time-invariant (LTI) discrete-time positive systems across a single switching. The (Formula presented.) Hankel norms are defined as the induced norms from vector-valued (Formula presented.) past inputs to vector-valued (Formula presented.) future outputs across a system switching and a state transition at the time instant zero. A closed-form characterization of the (Formula presented.) Hankel norm in this switching setting for general LTI systems can readily be derived as the natural extension of the standard (Formula presented.) Hankel norm. Thanks to the strong positivity property, we show that we can successfully characterize the (Formula presented.) Hankel norms for the positive system switching case even in some combinations of p, q being (Formula presented.). In particular, some of them are given in the form of linear programming (LP) and semidefinite programming (SDP). These LP- and SDP-based characterizations are particularly useful for the analysis of the (Formula presented.) Hankel norms where the systems of interest are affected by parametric uncertainties.

    DOI: 10.1080/18824889.2022.2090801

    Scopus

  • 離散時間非負システムのlq/lp Hankel ノルム解析 Reviewed

    志賀亮介,加藤光樹,蛯原義雄,萩原朋道

    計測自動制御学会論文集   2021.3

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

  • Input–output gain analysis of positive periodic systems Reviewed International journal

    Bohao Zhu, James Lam, Yoshio Ebihara

    International Journal of Robust and Nonlinear Control   31 ( 8 )   2928 - 2945   2021.2

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper investigates the input-output gains, including ℓ1- and ℓ∞-gains and L1- and L∞-gains, of discrete-time and continuous-time positive periodic systems. For the discrete-time case, the input–output gain can be characterized by linear inequalities. For the continuous-time case, the input–output gain characterization problem turns into the existence problem of a positive periodic vector function. Based on some necessary and sufficient input–output gain conditions, we find the ℓ1- (L1-) gain of discrete-time (continuous-time) positive periodic systems is equivalent to the of ℓ∞- (L∞-) gain of the associated dual systems. Finally, two numerical examples are given to illustrate the results.

    DOI: https://doi.org/10.1002/rnc.5438

  • Reduction of SISO H-infinity Output Feedback Control Problem Reviewed International journal

    H. Waki, Y. Ebihara, N. Sebe

    Linear Algebra and Its Application   2021.2

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • On Gain-Scheduled State-Feedback Controller Synthesis with Quadratic Stability Condition Reviewed International journal

    Yoshio Ebihara, Noboru Sebe, Hayato Waki

    IEEE Control Systems Letters   4 ( 3 )   662 - 667   2020.7

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This letter shows that, as long as continuous-time linear parameter-varying (LPV) systems are concerned, quadratic-stability-based gain-scheduled state-feedback controller synthesis offers no advantage over quadratic-stability-based fixed (parameter-independent) state-feedback controller synthesis in typical control performance specifications. We derive this counterintuitive result by properly extending the previous results on the robust versions of Finsler's lemma and the elimination lemma. We also show that this counterintuitive result is continuous-time LPV system specific, and in the discrete-time LPV system case quadratic-stability-based gain-scheduled state-feedback controller synthesis does bring improvement. These results give a proper warning about the effectiveness of the quadratic-stability-based gain-scheduled state-feedback controller synthesis.

    DOI: 10.1109/LCSYS.2020.2991480

  • The Lq/Lp Hankel Norms of Positive Systems Reviewed International journal

    Y. Ebihara, B. Zhu, J. Lam

    IEEE Control Systems Letters   2020.5

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • Analysis of Positive Systems Using Copositive Programming Reviewed International journal

    Teruki Kato, Yoshio Ebihara, Tomomichi Hagiwara

    IEEE Control Systems Letters   4 ( 2 )   444 - 449   2020.4

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In the field of control, a wide range of analysis and synthesis problems of linear time-invariant (LTI) systems are reduced to semidefinite programming problems (SDPs). On the other hand, in the field of mathematical programming, a class of conic programming problems, so called the copositive programming problem (COP), is actively studied. COP is a convex optimization problem on the copositive cone, and the completely positive cone, the doubly nonnegative cone, and the Minkowski sum of the positive semidefinite cone and the nonnegative cone are also closely related to COP. These four cones naturally appear when we deal with optimization problems described by nonnegative vectors. In this letter, we show that the stability, the H2 and the H∞ performances of LTI positive systems are basically characterized by the feasibility/optimization problems over these four cones. These results can be regarded as the generalization of well-known LMI/SDP-based results on the positive semidefinite cone. We also clarify that in some performances such direct generalization is not possible due to inherent properties of the copositive or the completely positive cone. We thus capture almost entire picture about how far we can generalize the SDP-based results for positive systems to those on the four cones related to COP.

    DOI: 10.1109/LCSYS.2019.2946620

  • 離散時間線形時不変システム解析のための外部非負システムの構成と低次元化 Reviewed

    蛯原 義雄, 瀬部 昇, 増淵 泉, 脇 隼人, 管野 政明, 椿野 大輔

    システム制御情報学会論文誌   32 ( 7 )   284 - 293   2019.7

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Construction of Externally Positive Systems and Order Reduction for Discrete-Time LTI System Analysis

    DOI: 10.5687/iscie.32.284

  • Guest editorial Theory of positive systems and applications Reviewed

    Xingwen Liu, Jun Shen, Zhan Shu, Mustapha Ait Rami, Yoshio Ebihara

    IET Control Theory and Applications   13 ( 7 )   889 - 890   2019.4

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1049/iet-cta.2019.0228

  • 巻頭言:特集号「第5回制御部門マルチシンポジウム論文特集号」について

    蛯原 義雄, 大木 健太郎

    計測自動制御学会論文集   55 ( 3 )   147 - 147   2019

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Preface to Special Issue on The 5th Multi-symposium on Control Systems

    DOI: 10.9746/sicetr.55.147

  • Technical Committee on Systems with Uncertainty [Technical Activities] Reviewed

    Yoshio Ebihara

    IEEE Control Systems   38 ( 6 )   18 and 144   2018.12

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1109/MCS.2018.2866649

  • H2 Analysis of LTI systems via conversion to externally positive systems Reviewed

    Yoshio Ebihara

    IEEE Transactions on Automatic Control   63 ( 8 )   2566 - 2572   2018.8

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    Motivated by recent advances in the study of linear time-invariant (LTI) positive systems, we explore analysis techniques of general, not necessarily positive, LTI systems using positive system theory. Even though a positive system is characterized by its peculiar property that its impulse response is nonnegative, we often deal with nonnegative impulse responses even in general LTI system analysis. A typical example is the computation of the H-2 norm, where we focus on squared impulse responses. To deal with such products of impulse responses in a systematic fashion, in this paper, we first establish a construction technique of an LTI system whose impulse response is given by the product of impulse responses of two different LTI systems. Then, as the main result, we reduce the H-2 norm computation problem of a general LTI system into the L-\infty-induced norm computation problem (or L-1 problem in short) of a positive system, by which we can derive various formulas for the H-2 norm computation.

    DOI: 10.1109/TAC.2017.2767704

  • 外部非負システムへの変換による離散時間線形時不変システムのH2 解析 Reviewed

    蛯原 義雄, 瀬部 昇, 増淵 泉, 脇 隼人, 管野 政明, 椿野 大輔

    システム制御情報学会論文誌   31 ( 2 )   75 - 84   2018.2

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    H2 Analysis of LTI Discrete-Time Systems via Conversion to Externally Positive Systems

    DOI: 10.5687/iscie.31.75

  • 離散化双線形モデルに基づくブーストコンバータ平均出力電圧の非線形出力フィードバック制御 Reviewed

    反甫 透, 蛯原 義雄, 萩原 朋道

    システム制御情報学会論文誌   31 ( 2 )   63 - 74   2018.2

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Nonlinear Output Feedback Control for Average Output Voltage of Boost Converters Based on their Discretized Bilinear Model

    DOI: 10.5687/iscie.31.63

  • Analysis and Synthesis of Discrete-Time Interconnected Positive Systems Reviewed International journal

    Hiroyuki Ichihara, Shoya Tanabe, Yoshio Ebihara, Dimitri Peaucelle

    SICE Journal of Control, Measurement, and System Integration   11 ( 2 )   91 - 99   2018.1

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper presents analysis and synthesis of interconnected systems where the interconnected system of interest consists of discrete-time positive subsystems and an interconnection matrix. The paper gives sufficient conditions for the discrete-time single-input single-output (SISO) subsystems and the interconnection matrix so that the interconnected system has the property of persistence. The fundamental differences for the persistence between the conditions of the discrete-time setting and those of a continuous-time setting are also discussed. The obtained analysis result can apply to formation control for multi-agent systems, which is a synthesis part of the paper. Numerical examples including formation control of mobile robots are shown to illustrate the proposed formation control design method.

    DOI: 10.9746/jcmsi.11.91

  • Affine Versus Multi-Affine Models for S-Variable LMI Conditions Reviewed

    D. Peaucelle, Y. Ebihara

    IFAC-PapersOnLine   51 ( 25 )   453 - 458   2018

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper discusses and compares LMI results built using the S-variable approach starting from equivalent yet different representations of uncertain systems. Using the fact that S-variable results are well suited to handle descriptor systems and that descriptor system modeling is versatile, we compare results in terms of the impact of modeling on the computational burden and on conservatism. Multi-affine representations allow reduced numerical burden while affine representations lead to less conservative results. Numerical examples show that conservatism reduction is not systematic, but is in some cases quite significant without major increase of the numerical burden.

    DOI: 10.1016/j.ifacol.2018.11.179

  • Construction of Externally Positive Systems for Discrete-Time LTI System Analysis Reviewed

    Yoshio Ebihara

    IFAC-PapersOnLine   51 ( 25 )   447 - 452   2018

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper is concerned with analysis techniques of discrete-time LTI systems via construction of relevant externally positive systems. Recently, the author established a construction method of an externally positive system whose impulse response is given by the square of the original discrete-time LTI SISO system to be analyzed. This externally positive system allows us to characterize the H2 norm of the original system by means of the l-induced norm characterization of externally positive systems. It is nonetheless true that, for the original system of order n, the order of the resulting externally positive system is n2 and hence this leads to the increase of associated computational burden. With this important issue in mind, in this paper, we show that the order can be reduced down to n(n + 1)/2 by using the elimination and duplication matrices that are intensively studied by Jan R. Magnus in the 80's. In addition to the computational complexity reduction for the aforementioned H2 analysis, we show that such construction of externally positive systems with reduced order is quite effective in semidefinite-programming-based peak value analysis of impulse responses of general LTI systems.

    DOI: 10.1016/j.ifacol.2018.11.178

  • Steady-state analysis of delay interconnected positive systems and its application to formation control Reviewed

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    IET Control Theory and Applications   11 ( 16 )   2783 - 2792   2017.11

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This study is concerned with the analysis and synthesis of delay interconnected positive systems. For delay-free cases, it has been shown very recently that the output of the interconnected positive system converges to a positive scalar multiple of a prescribed positive vector under mild conditions on positive subsystems and a non-negative interconnection matrix. This result is effectively used for formation control of multi-agent systems with positive dynamics. The goal of this study is to prove that this steady-state property is essentially preserved under any constant (and hence bounded) communication delay. In the context of formation control, this preservation indicates that the desired formation is achieved robustly against communication delays, even though the resulting formation is scaled depending on initial conditions for the state. To ensure the achievement of the steady-state property, the authors need to prove rigorously that the delay interconnected positive system has stable poles only except for a pole of degree one at the origin, even though it has infinitely many poles, in general. For the rigorous proof, we newly develop frequency-domain (s-domain) analysis for delay interconnected positive systems, which has not been studied for delay-free cases.

    DOI: 10.1049/iet-cta.2017.0315

  • Formation Control of Mobile Robots Based on Interconnected Positive Systems Reviewed

    Hiroyuki Ichihara, Shinya Kajihara, Yoshio Ebihara, Dimitri Peaucelle

    IFAC-PapersOnLine   50 ( 1 )   8441 - 8446   2017.7

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper deals with formation control of mobile robots based on interconnected positive systems with SISO subsystems where each robot has a nonlinear dynamics of a MIMO subsystem. To linearize the dynamics, this paper introduces a virtual vehicle of the robot. Then a feedback linearization and a local feedback law transform each dynamics of the virtual vehicle into two SISO positive and stable linear systems. Consequently, the dynamics of the virtual vehicles satisfy the properties of the interconnected positive systems. Experimental results as well as numerical examples including leader-follower formation control for the mobile robots are illustrated.

    DOI: 10.1016/j.ifacol.2017.08.755

  • Stability Analysis of Neutral Type Time-Delay Positive Systems with Commensurate Delays Reviewed

    Yoshio Ebihara

    IFAC-PapersOnLine   50 ( 1 )   3093 - 3098   2017.7

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    Recently, the author derived a necessary and sufficient condition for the asymptotic stability of neutral type time-delay positive systems (TDPSs), where the neutral type TDPS of interest is given by a feedback connection between a finite-dimensional LTI positive system and the pure delay The goal of this paper is to extend this result to neutral type TDPSs with multiple commensurate delays. To this end, we first represent a neutral type TDPS with multiple commensurate delays as a neutral type TDPS with a single delay, by augmenting input and output signals in the feedback connection. By this conversion, we can readily apply the latest result already established for single delay neutral type TDPSs. As the main result, we show that a neutral type TDPS with commensurate delays is stable if and only if its delay-free counterpart is stable and an additional “admissibility” condition is satisfied. This result in particular implies that the stability is irrelevant of the length of delays.

    DOI: 10.1016/j.ifacol.2017.08.681

  • Persistence Analysis of Discrete-Time Interconnected Positive Systems and its Application to Mobile Robot Formation Reviewed

    Shoya Tanabe, Hiroyuki Ichihara, Yoshio Ebihara, Dimitri Peaucelle

    IFAC-PapersOnLine   50 ( 1 )   3105 - 3110   2017.7

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper addresses the analysis of discrete-time interconnected systems where each subsystem is stable and positive. Admissibility and persistence notions are derived similar to the continuous-time case and a condition for enforcing persistence is derived for the case when all subsystems are single-input single output. Results are applied on numerical examples including the formation control of mobile robots.

    DOI: 10.1016/j.ifacol.2017.08.304

  • Robust observed-state feedback design for discrete-time systems rational in the uncertainties Reviewed

    Dimitri Peaucelle, Yoshio Ebihara, Yohei Hosoe

    Automatica   76   96 - 102   2017.2

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    Design of controllers in the form of a state-feedback coupled to a state observer is studied in the context of uncertain systems. The classical approach by Luenberger is revisited. Results provide a heuristic design procedure that mimics the independent state-feedback/observer gains design by minimizing the coupling of observation error dynamics on the ideal state-feedback dynamics. The proposed design and analysis conditions apply to linear systems rationally-dependent on uncertainties defined in the cross-product of polytopes. Convex linear matrix inequality results are given thanks to the combination of a descriptor multi-affine representations of systems and the S-variable approach. Stability and H performances are assessed by multi-affine parameter-dependent Lyapunov matrices.

    DOI: 10.1016/j.automatica.2016.10.003

  • 非負システムの解析・設計と共正値計画

    蛯原 義雄

    自動制御連合講演会講演論文集   60 ( 0 )   78 - 81   2017

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Analysis and Synthesis of Positive Systems and Copositive Programming

    DOI: 10.11511/jacc.60.0_78

  • Technical Committee on Systems with Uncertainty [Technical Activities] Reviewed

    Yoshio Ebihara

    IEEE Control Systems   36 ( 5 )   2016.10

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1109/MCS.2016.2584278

  • Convergence Rate Analysis of Multi-Agent Positive Systems under Formation Control An Efficient Algorithm by Exploiting Positivity Reviewed International journal

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    SICE Journal of Control, Measurement, and System Integration   9 ( 5 )   216 - 224   2016.9

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper is concerned with convergence rate analysis of multi-agent positive systems under formation control. Recently, we have shown that very basic multi-agent systems under formation control can be modeled as interconnected positive systems, and desired formation can be achieved by designing interconnection matrices appropriately. In such formation control, the resulting convergence performance (i.e., convergence rate) varies according to the interconnection matrices and this fact motivates us to develop an efficient algorithm for the analysis of the convergence rate. In this paper, assuming that the dynamics of agents are positive and homogeneous, we conceive such an algorithm by problem decomposition. We show that the decomposition to smaller size problems and drastic reduction of computational burden become possible by making full use of the positivity of the agents.

    DOI: 10.9746/jcmsi.9.216

  • LMI-Based Lower Bound Analysis of the Best Achievable H Performance for SISO Systems Reviewed International journal

    Yoshio Ebihara, Keisuke Matsuo, Tomomichi Hagiwara

    SICE Journal of Control, Measurement, and System Integration   9 ( 4 )   165 - 172   2016.7

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this paper, we study H performance limitation analysis for continuous-time SISO systems using LMIs. By starting from an LMI that characterizes a necessary and sufficient condition for the existence of desired controllers achieving a prescribed H performance level, we represent lower bounds of the best H performance achievable by any LTI controller in terms of the unstable zeros and the unstable poles of a given plant. The transfer functions to be investigated include the sensitivity function (1+PK)-1, the complementary sensitivity function (1+PK)-1PK, and (1+PK)-1P, the first and the second of which are well investigated in the literature. As a main result, we derive lower bounds of the best achievable H performance with respect to (1+PK)-1P assuming that the plant has unstable zeros. More precisely, we characterize a lower bound in closed-form by means of the first non-zero coefficient of the Taylor expansion of the plant P(s) around its unstable zero.

    DOI: 10.9746/jcmsi.9.165

  • 離散化双線形モデルに基づくブーストコンバータ出力電圧の積分補償付非線形制御―I:―モデル化と同定 Reviewed

    後藤 良介, 蛯原 義雄, 萩原 朋道

    システム制御情報学会論文誌   28 ( 7 )   320 - 329   2015.7

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Nonlinear Control with Integral Compensation for Output Voltage of Boost Converters Based on Discretized Bilinear Model―I:―Modeling and Identification

    DOI: 10.5687/iscie.28.320

  • 離散化双線形モデルに基づくブーストコンバータ出力電圧の積分補償付非線形制御―II:―制御則の導出と実験による検証 Reviewed

    後藤 良介, 蛯原 義雄, 萩原 朋道

    システム制御情報学会論文誌   28 ( 7 )   330 - 339   2015.7

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Nonlinear Control with Integral Compensation for Output Voltage of Boost Converters Based on Discretized Bilinear Model―II:―Derivation of a Control Law and Verification by Experiments

    DOI: 10.5687/iscie.28.330

  • 複数のむだ時間を有する線形非負システムの支配極解析 Reviewed

    西尾 直也, 蛯原 義雄, 萩原 朋道

    システム制御情報学会論文誌   28 ( 4 )   147 - 154   2015.4

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Dominant Pole Analysis of Linear Positive Systems with Multiple Time-Delays

    DOI: 10.5687/iscie.28.147

  • Descriptor case and system augmentation

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Communications and Control Engineering   61 - 106   2015.1

     More details

    Language:English  

    Chapter 3 is an extension of the SV-LMIs of the preceding chapter both in terms of generalization of the results and for further conservatism reduction. First the SV results are generalized to descriptor systems. Not only this result is valuable in itself, but, combined to a model manipulation technique, an infinite sequence of SV-LMIs can be build. This sequence of SV-LMIs is shown to be easy to construct and proved to be of decreasing conservatism. Tests are provided for checking if the conservatism gap vanishes. On examples it is shown that the conservatism gap indeed vanishes and this is obtained early elements of the sequence (i.e., the convergence is rather fast).

    DOI: 10.1007/978-1-4471-6606-1_3

  • Static output-feedback synthesis

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Communications and Control Engineering   165 - 198   2015.1

     More details

    Language:English  

    While the two previous chapters address control design cases which have LMI solutions, Chap. 6 tackles the hard problem of static output-feedback design. No polynomial-time optimization method exists for that problem, and if keeping in the matrix inequality framework, one has to resort to iterative LMI algorithms. For that important and hard problem, the SV approach produces a sophisticated version of such iterative LMI algorithm. In this case, the structuring of the S-variables reveals a virtual stabilizing state feedback. This original design procedure is detailed and tested on examples.

    DOI: 10.1007/978-1-4471-6606-1_6

  • Robust state-feedback synthesis for LTI systems

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Communications and Control Engineering   107 - 137   2015.1

     More details

    Language:English  

    In this chapter, the SV-LMIs of Chap. 2 are reconsidered for robust state-feedback synthesis. The results rely on the structuring of the S-variables. An interpretation in terms of virtual stable model is given to this structure. Moreover, we show the effect of this structuring on conservatism reduction. It happens to be of different nature in the discrete-time and continuous-time cases.

    DOI: 10.1007/978-1-4471-6606-1_4

  • Robust performance analysis of discrete-time periodic systems

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Communications and Control Engineering   199 - 227   2015.1

     More details

    Language:English  

    Chapter 7 is dedicated to the analysis of discrete-time periodic systems by means of SV-LMIs. For that special case the SV-LMIs have interesting non-causal system interpretations. Similarly to the LTI case, SV-LMIs are effective for reducing the conservatism of the analysis results when dealing with discrete-time periodic systems affected by polytopic uncertainties.

    DOI: 10.1007/978-1-4471-6606-1_7

  • Robust performance analysis of LTI systems

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Communications and Control Engineering   9 - 59   2015.1

     More details

    Language:English  

    The primary goal of Chap. 2 is founding the basic idea of the SV approach. Before generalizing the technique (which is done in the following chapters), we show its effectiveness on simple essential control problems. We mainly consider the robust performance analysis problems of linear time-invariant systems affected by parametric uncertainties, and clarify why the SV-LMIs do perform well on these intractable infinite-dimensional semi-infinite problems. We also highlight the improvements in terms of conservatism both theoretically and on examples.

    DOI: 10.1007/978-1-4471-6606-1_2

  • Robust controller synthesis of periodic discrete-time systems

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Communications and Control Engineering   229 - 244   2015.1

     More details

    Language:English  

    Finally, Chapter 8 deals with state-feedback controller synthesis for discrete-time periodic systems. By introducing S-variables and applying change of variables that is almost identical to the LTI case, we can readily obtain SV-LMIs for periodic state-feedback controller synthesis. We illustrate by numerical examples that the SV-LMIs are indeed effective in conservatism reduction when dealing with discrete-time periodic systems affected by polytopic uncertainties.

    DOI: 10.1007/978-1-4471-6606-1_8

  • Multiobjective controller synthesis for LTI systems

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Communications and Control Engineering   139 - 164   2015.1

     More details

    Language:English  

    Chapter 5 focuses on multiobjective control design problems for discrete-time LTI systems. The goal here is to design a controller that satisfy multiple (and typically conflicting) design specifications. In the state-feedback case, the advantage of the SV-LMIs readily follows from the synthesis results in Chap. 4. To handle output-feedback case, we first extend the results of Chap. 4 and provide SV-LMI-based formulas for dynamic output-feedback controller synthesis. Then, the effectiveness of the SV-LMIs in conservatism reduction can be shown almost the same way as in the state-feedback case.

    DOI: 10.1007/978-1-4471-6606-1_5

  • Introduction Reviewed

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Communications and Control Engineering   ( 9781447166054 )   1 - 8   2015.1

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    Chapter 1 is dedicated to the origins of the “ S -variable approach.” We trace the contributions of independent authors that participated to establish the fundamentals and justify our choice for the denomination “ S -variable approach.” This attentive detailed study is the occasion to show several interpretations of the S -variables with respect to technical results such as Finsler’s lemma and elimination lemma. The chapter concludes with the brief exposure of all the problems to be tackled in the remaining part of the book, justifying the importance of these selected problems.

    DOI: 10.1007/978-1-4471-6606-1_1

  • 特集号「非負システムの制御と数理」を企画して(<特集>非負システムの制御と数理)

    蛯原 義雄

    システム/制御/情報   59 ( 1 )   2   2015

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    DOI: 10.11509/isciesci.59.1_2_1

  • 結合非負システムの解析と設計(<特集>非負システムの制御と数理) Reviewed

    蛯原 義雄

    システム/制御/情報   59 ( 1 )   21 - 26   2015

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Analysis and Synthesis of Interconnected Positive Systems(<Special Issue>Control and Mathematics of Positive Systems)

    DOI: 10.11509/isciesci.59.1_21

  • Dominant pole analysis of stable time-delay positive systems Reviewed

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier, Frédéric Gouaisbaut

    IET Control Theory and Applications   8 ( 17 )   1963 - 1971   2014.11

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This study is concerned with the dominant pole analysis of asymptotically stable time-delay positive systems (TDPSs). It is known that a TDPS is asymptotically stable if and only if its corresponding delay-free system is asymptotically stable, and this property holds irrespective of the length of delays. However, convergence performance (decay rate) should degrade according to the increase of delays and this intuition motivates us to analyse the dominant pole of TDPSs. As a preliminary result, in this study, the authors show that the dominant pole of a TDPS is always real. They also construct a bisection search algorithm for the dominant pole computation, which readily follows from recent results on á-exponential stability of asymptotically stable TDPSs. Then, they next characterise a lower bound of the dominant pole as an explicit function of delays. On the basis of the lower bound characterisation, they finally show that the dominant pole of an asymptotically stable TDPS is affected by delays if and only if associated coefficient matrices satisfy eigenvalue-sensitivity condition to be defined in this study. Moreover, they clarify that the dominant pole goes to zero (from negative side) as time-delay goes to infinity if and only if the coefficient matrices are eigenvalue-sensitive.

    DOI: 10.1049/iet-cta.2014.0375

  • Lower bound analysis of H∞ performance achievable via decentralized LTI controllers Reviewed

    Yoshio Ebihara, Noboru Sebe

    International Journal of Robust and Nonlinear Control   24 ( 16 )   2423 - 2437   2014.11

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper is concerned with the decentralized H∞ controller synthesis problem for discrete-time LTI systems. Despite of intensive research efforts over the last several decades, this problem is believed to be nonconvex and still outstanding in general. Therefore, most of existing approaches resort to heuristic optimization algorithms that do not allow us to draw any definite conclusion on the quality of the designed controllers. To get around this difficulty, in this paper, we propose convex optimization procedures for computing lower bounds of the H∞ performance that is achievable via decentralized LTI controllers of any order. In particular, we will show that sharpened lower bounds can be obtained by making good use of structures of the LTI plant typically observed in the decentralized control setting.We illustrate via numerical examples that these lower bounds are indeed useful to ensure the good quality of decentralized controllers designed by a heuristic optimization.

    DOI: 10.1002/rnc.2999

  • On the structure of generalized plant convexifying static H∞ control problems Reviewed

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Automatica   50 ( 6 )   1706 - 1714   2014.6

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper shows that, under specific structures of generalized plants, the set of static controllers satisfying internal stability and a certain level of H∞ performance becomes convex. More precisely, we characterize such static H∞ controllers by an LMI with controller variables being kept directly as decision variables. The structural conditions on the generalized plant are not too strict, and we show that generalized plants corresponding to a sort of mixed sensitivity problems indeed satisfy these conditions. For the generalized plants of interest, we further prove that full-order dynamical H∞ controllers can be characterized by an LMI with a simple change of variables. In stark contrast to the known LMI-based H∞ controller synthesis, the change of variables is free from the coefficient matrices of the generalized plant and this property is promising when dealing with a variety of robust control problems. Related issues such as robust controller synthesis against real parametric uncertainties are also discussed.

    DOI: 10.1016/j.automatica.2014.04.027

  • An efficient beamforming algorithm for large-scale phased arrays with lossy digital phase shifters Reviewed

    Shunji Tanaka, Tomohiko Mitani, Yoshio Ebihara

    IEICE Transactions on Communications   E97-B ( 4 )   783 - 790   2014.1

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    An efficient beamforming algorithm for large-scale phased arrays with lossy digital phase shifters is presented. This problem, which arises in microwave power transmission from solar power satellites, is to maximize the array gain in a desired direction with the gain loss of the phase shifters taken into account. In this paper the problem is first formulated as a discrete optimization problem, which is then decomposed into element-wise subproblems by the real rotation theorem. Based on this approach, a polynomial-time algorithm to solve the problem numerically is constructed and its effectiveness is verified by numerical simulations.

    DOI: 10.1587/transcom.E97.B.783

  • LMI approach to linear positive system analysis and synthesis Reviewed

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Systems and Control Letters   63 ( 1 )   50 - 56   2014.1

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper is concerned with the analysis and synthesis of linear positive systems based on linear matrix inequalities (LMIs). We first show that the celebrated Perron-Frobenius theorem can be proved concisely by a duality-based argument. Again by duality, we next clarify a necessary and sufficient condition under which a Hurwitz stable Metzler matrix admits a diagonal Lyapunov matrix with some identical diagonal entries as the solution of the Lyapunov inequality. This new result leads to an alternative proof of the recent result by Tanaka and Langbort on the existence of a diagonal Lyapunov matrix for the LMI characterizing the H performance of continuous-time positive systems. In addition, we further derive a new LMI for the H performance analysis where the variable corresponding to the Lyapunov matrix is allowed to be non-symmetric. We readily extend these results to discrete-time positive systems and derive new LMIs for the H performance analysis and synthesis. We finally illustrate their effectiveness by numerical examples on robust state-feedback H controller synthesis for discrete-time positive systems affected by parametric uncertainties.

    DOI: 10.1016/j.sysconle.2013.11.001

  • 励振位相と励振振幅の同時最適化によるフェーズドアレイアンテナの無線伝送電力最大化

    田中 俊二, 三谷 友彦, 蛯原 義雄

    自動制御連合講演会講演論文集   57 ( 0 )   1935 - 1939   2014

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Simultaneous Optimization of Phases and Amplitudes for Wireless Power Transmission by a Large-Scale Phased Array Antenna with Lossy Digital Phase Shifters

    DOI: 10.11511/jacc.57.0_1935

  • 粒子群最適化手法に基づく太陽光発電装置の最大電力点追従制御と実機実験による検証 Reviewed

    島本 拓和, 蛯原 義雄, 萩原 朋道

    システム制御情報学会論文誌   27 ( 6 )   237 - 245   2014

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Maximum Power Point Tracking Control of Photovoltaic Systems Based on Particle Swarm Optimization with Experimental Verication

    DOI: 10.5687/iscie.27.237

  • Periodic memory state-feedback controller New formulation, analysis, and design results Reviewed

    Jean François Trégouët, Dimitri Peaucelle, Denis Arzelier, Yoshio Ebihara

    IEEE Transactions on Automatic Control   58 ( 8 )   1986 - 2000   2013.8

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper proposes a unified setup for robust stability and performance analysis and synthesis for periodic polytopic discrete-time systems. Relying on a general formulation for state-feedback periodic memory controllers and a new time-lifting, new sufficient LMI conditions for the existence of robust stability certificates and H2 guaranteed cost control laws are derived. Comparisons of the efficiency of different controller structures illustrate these developments on a numerical example.

    DOI: 10.1109/TAC.2013.2251820

  • Periodically time-varying memory state-feedback for Robust H2 control of uncertain discrete-time linear systems Reviewed

    Yoshio Ebihara

    Asian Journal of Control   15 ( 2 )   409 - 419   2013.3

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This study is concerned with the synthesis of periodically time-varying memory state-feedback controllers (PTVMSFCs) for discrete-time linear systems. In our preceding studies, we have already established a solid theoretical basis for linear matrix inequality (LMI)-based (robust) H -PTVMSFCs synthesis, and the goal of this paper is to extend those results to the H 2 performance criterion. In the H 2 case, the main difficulty stems from the fact that we have to ensure the existence of common auxiliary variables for multiple LMI conditions that are related to the Lyapunov inequality and the inequalities for bounding traces that characterize the H 2 norm. We can overcome this difficulty and derive a necessary and sufficient LMI condition for the optimal H 2-PTVMSFC synthesis. On the basis of this result, we also consider robust H 2-PTVMSFC synthesis for LTI systems with parametric uncertainties.

    DOI: 10.1002/asjc.541

  • LMIを用いた離散時間非負システムの安定性とH_∞性能解析 Reviewed

    松村 大気, 蛯原 義雄, 萩原 朋道

    システム制御情報学会論文誌   26 ( 1 )   45 - 51   2013.1

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    LMI-based Stability and H_∞ Performance Analysis of Discrete-time Positive Systems

    DOI: 10.5687/iscie.26.45

  • Stability Analysis of Discrete-time Interconnected Positive Systems using Weighted l1-induced Norm Reviewed

    Taiki Matsumura, Yoshio Ebihara, Tomomichi Hagiwara

    システム制御情報学会論文誌   26 ( 10 )   355 - 364   2013

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    In this paper, we study the stability analysis of discrete-time interconnected positive systems by means of a weighted l1-induced norm, where the weighted l1-induced norm is computed from the l1 norm of the input and output signals evaluated with given weighting vectors. In the literature,it was shown that the weighted L1-induced norm of continuous-time LTI positive systems can be characterized by linear programming problem (LP). Moreover, the weighted L1-induced norm was proved to be useful for the stability analysis of interconnected positive systems. On the basis of these results, we first show that the weighted l1-induced norm of discrete-time LTI positive systems can be again characterized by LP. From this preliminary result, we can construct a transformation from a given discrete-time positive system to a continuous-time positive system, where the weighted L1-induced norm of the resulting system is equivalent to the weighted l1-induced norm of the original system. By means of this key transformation, we can readily extend the continuous-time case results to the stability analysis of discrete-time interconnected positive systems.

    DOI: 10.5687/iscie.26.355

  • The 50th IEEE Conference on Decision and Control and European Control Conferenceに参加して(国際会議の報告)

    蛯原 義雄

    システム/制御/情報   56 ( 6 )   338   2012

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    The 50th IEEE Conference on Decision and Control and European Control Conference(International Conference)

    DOI: 10.11509/isciesci.56.6_338

  • Periodically time-varying controller synthesis for multiobjective H 2 H control of discrete-time systems and analysis of achievable performance Reviewed

    Yoshio Ebihara, Jun Yamaguchi, Tomomichi Hagiwara

    Systems and Control Letters   60 ( 9 )   709 - 717   2011.9

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this paper, we propose a linear periodically time-varying (LPTV) controller synthesis approach for the multiobjective H2H control problem of discrete-time linear time-invariant (LTI) systems. By artificially regarding the LTI plant as N-periodic and applying the discrete-time system lifting, we first derive a sequence of semidefinite programmings (SDPs) indexed by N for the synthesis of suboptimal multiobjective LPTV controllers. Furthermore, we show that we can reduce the conservatism and improve the control performance gradually by simply increasing the controller period N. On the other hand, in the latter part of the paper, we propose another sequence of SDPs for the computation of the lower bound of the multiobjective control performance that is achievable via LPTV controllers of any period and order. Similarly to the LPTV controller synthesis, the SDP is derived based on the lifting-based treatment of the LTI plant. Again, it is shown that we can improve the lower bound gradually by increasing the fictitious period N. We validate all of these theoretical results through illustrative examples.

    DOI: 10.1016/j.sysconle.2011.05.008

  • Periodically time-varying memory state-feedback controller synthesis for discrete-time linear systems Reviewed

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    Automatica   47 ( 1 )   14 - 25   2011.1

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this paper, we deal with discrete-time linear periodic/time-invariant systems with polytopic-type uncertainties and propose a new linear matrix inequality (LMI)-based method for robust state-feedback controller synthesis. In stark contrast with existing approaches that are confined to memoryless static controller synthesis, we explore dynamical controller synthesis and reveal a particular periodically time-varying memory state-feedback controller (PTVMSFC) structure that allows LMI-based synthesis. In the context of robust controller synthesis, we prove rigorously that the proposed design method encompasses the well-known extended-LMI-based static controller synthesis methods as particular cases. Through numerical experiments, we demonstrate that the suggested design method is indeed effective in achieving less conservative results, under both periodic and time-invariant settings. We finally derive a viable test to verify that the designed robust PTVMSFC is "exact" in the sense that it attains the best achievable robust performance. This exactness verification test works fine in practice, and we will show via a numerical example that exact robust control is indeed attained by designing PTVMSFCs, even for such a problem where the standard memoryless static state-feedback fails.

    DOI: 10.1016/j.automatica.2010.10.004

  • LMIに基づく制御系解析・設計(<特集>制御系解析・設計における数値計算/数式処理ソフトウェアの活用) Reviewed

    川田 昌克, 蛯原 義雄

    システム/制御/情報   55 ( 5 )   165 - 173   2011

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Control System Analysis and Synthesis Based on Linear Matrix Inequalities(<Special Issue>Applications of Numerical/Symbolic Computation Software to Control System Analysis and Synthesis)

    DOI: 10.11509/isciesci.55.5_165

  • 単一の不確定パラメータを有する線形時不変系のロバストH_∞性能解析 双対LMIに基づく緩和問題の漸近的に厳密な階層的構成と非漸近的な厳密性検証 Reviewed

    松田 雄介, 田原 雅人, 蛯原 義雄, 萩原 朋道

    システム制御情報学会論文誌   23 ( 3 )   46 - 55   2010.3

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Robust H_∞ Performance Analysis of LTI Systems with a Single Uncertain Parameter

    DOI: 10.5687/iscie.23.46

  • Analysis of uncertain discrete-time linear periodic systems based on system lifting and LMIs Reviewed

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    European Journal of Control   16 ( 5 )   532 - 544   2010.1

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this article, we propose novel linear matrix inequality (LMI) conditions for the stability and l2 gain performance analysis of discrete-time linear periodically time-varying (LPTV) systems. These LMIs are convex with respect to all of the coefficient matrices of the LPTV systems and this property is promising when we deal with several control system analysis and synthesis problems. For example, we can apply those LMIs straightforwardly to robust performance analysis problems of LPTV systems that are affected by polytopic-type uncertainties. Even though our approach for robust performance analysis is conservative in general, we can reduce the conservatism gradually by artificially regarding the original N-periodic system as pN-periodic and increasing p. In addition, thanks to the simple structure of the LMI conditions, we can readily derive a viable test to verify the exactness of the computation results.

    DOI: 10.3166/ejc.16.532-544

  • 不確かなパラメータにLFT形式で依存する離散時間線形時不変系に対するメモリー型周期時変状態フィードバック制御器設計

    高柳 徹, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   10 ( 0 )   318 - 318   2010

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Periodically time-varying memory state feedback controller synthesis for discrete-time LTI systems with parametric uncertainties described by LFT

    DOI: 10.11509/sci.SCI10.0.318.0

  • 離散時間線形時不変系の分散型H∞制御問題に対する下界値解析手法の有効性検証

    小野 幹典, 蛯原 義雄, 萩原 朋道, 瀬部 昇

    システム制御情報学会 研究発表講演会講演論文集   10 ( 0 )   315 - 315   2010

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Verifying the Effectiveness of the Lower Bounds of the Optimal Performances in the Decentralized H-infinity Control Problems of Discrete-Time LTI Systems

    DOI: 10.11509/sci.SCI10.0.315.0

  • 逆システムに基づくフィードフォワード項を有する2自由度制御系によるヘリコプタ実験機の姿勢制御

    丸岡 信晃, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   10 ( 0 )   352 - 352   2010

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Attitude Control of an Experimental Helicopter by a 2DOF Controller with Inverse-System Based Design of the Feedforward

    DOI: 10.11509/sci.SCI10.0.352.0

  • 宇宙太陽光発電の送電アレイアンテナ位相最適化による無線伝送電力最大化

    田中 俊二, 三谷 友彦, 蛯原 義雄

    自動制御連合講演会講演論文集   53 ( 0 )   100 - 100   2010

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Maximization of Wireless Transmitting Power by Phase Optimization of Array Antennas on a Solar Power Satellite

    DOI: 10.11511/jacc.53.0.100.0

  • 単純適応制御系設計におけるスケーリングの導入と拮抗型空圧人工筋駆動機構の位置決め制御への応用 Reviewed

    札場 勇大, 蛯原 義雄, 萩原 朋道, 岡崎 安直, 小松 真弓

    システム制御情報学会論文誌   22 ( 10 )   350 - 356   2009.10

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Simple Adaptive Control Synthesis Enhanced by Scaling and Its Application to Positioning Control of Antagonist-Type Pneumatic Actuation Mechanism

    DOI: 10.5687/iscie.22.350

  • Robust performance analysis of uncertain LTI systems Dual LMI approach and verifications for exactness Reviewed

    Yoshio Ebihara, Yusuke Onishi, Tomomichi Hagiwara

    IEEE Transactions on Automatic Control   54 ( 5 )   938 - 951   2009.5

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper addresses robust performance analysis problems of linear time-invariant (LTI) systems affected by real parametric uncertainties. These problems, known also as a special class of structured singular value computation problems, are inherently intractable (NP-hard problems). As such intensive research effort has been made to obtain computationally tractable and less conservative analysis conditions, where linear matrix inequality (LMI) plays an important. Nevertheless, since LMI-based conditions are expected to be conservative in general, it is often the case that we cannot conclude anything if the LMI at hand turns out to be infeasible. This motivates us to consider the dual of the LMI and examine the structure of the dual solution. By pursuing this direction, in this paper, we provide rank conditions on the dual solution matrix under which we can conclude that the underlying robust performance is never attained. In particular, a set of uncertain parameters that violates the specified performance can be computed. These results come from block-moment matrix structure of the dual variable, which is consistent with the recent results on polynomial optimization. This particular structure enables us to make good use of simultaneous diagonalizability property of commuting diagonalizable matrices so that the sound rank conditions for the exactness verification can be obtained.

    DOI: 10.1109/TAC.2009.2017086

  • Robust Performance Analysis of Uncertain LTI Systems Dual LMI Approach and Verifications for Exactness Reviewed

    Yoshio Ebihara, Yusuke Onishi, Tomomichi Hagiwara

    IEEE Transactions on Automatic Control   54 ( 5 )   938 - 951   2009.5

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper addresses robust performance analysis problems of linear time-invariant (LTI) systems affected by real parametric uncertainties. These problems, known also as a special class of structured singular value computation problems, are inherently intractable (NP-hard problems). As such intensive research effort has been made to obtain computationally tractable and less conservative analysis conditions, where linear matrix inequality (LMI) plays an important. Nevertheless, since LMI-based conditions are expected to be conservative in general, it is often the case that we cannot conclude anything if the LMI at hand turns out to be infeasible. This motivates us to consider the dual of the LMI and examine the structure of the dual solution. By pursuing this direction, in this paper, we provide rank conditions on the dual solution matrix under which we can conclude that the underlying robust performance is never attained. In particular, a set of uncertain parameters that violates the specified performance can be computed. These results come from block-moment matrix structure of the dual variable, which is consistent with the recent results on polynomial optimization. This particular structure enables us to make good use of simultaneous diagonalizability property of commuting diagonalizable matrices so that the sound rank conditions for the exactness verification can be obtained.

  • 2自由度LQIサーボ系によるバックコンバータの出力電圧制御

    小山 めぐみ, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   9 ( 0 )   117 - 117   2009

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    本稿では,バックコンバータに対し,デューティ比を調整することにより出力電圧の定電圧制御を行う.とくに本稿では制御対象に対し目標値追従特性と外乱抑圧特性を独立に設計可能な2自由度LQIサーボ系を構成する.まずはじめに状態平均化法に基づく数式モデルを用いて2自由度LQIサーボ系を設計し,DSPボードに実装することによりコンバータの制御を行う.つぎに,状態平均化法ではモデル化誤差が大きいため,ARXモデルに基づいてシステム同定を行い,得られたモデルを用いて2自由度LQIサーボ系を設計し,同様の制御を行う.同定モデルに基づく制御則の有効性を検証するとともに,2自由度LQIサーボ系の設計法を適用することで,出力電圧を高精度に制御できることを示す.

    DOI: 10.11509/sci.SCI09.0.117.0

  • 単一の不確定パラメータを有する線形時不変系の双対LMIに基づくロバストH∞性能解析

    田原 雅人, 松田 雄介, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   9 ( 0 )   533 - 533   2009

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    本稿では,単一の不確かなパラメータを有する線形時不変系のロバストH∞性能解析問題を取り扱う.既存の多くの手法とは異なり,本研究では双対LMIに基づいて,まずこの解析問題を未知行列と不確かなパラメータを変数とする多項式計画問題に帰着させる.つぎに制約条件として表れる等式条件を利用して,数値計算により容易に解くことのできる緩和問題を階層的に構成する.さらにはこの緩和問題における解の構造に着目し,解析結果の厳密性を保証するランク条件を導出する.また緩和問題を階層的に構成することで緩和による保守性を順次低減できることを,このランク条件を用いて示す.最後に数値例を用いて提案手法の有効性を示す.

    DOI: 10.11509/sci.SCI09.0.533.0

  • ポリトープ型の不確かさを有する線形離散時間系に対するメモリー型周期時変状態フィードバック制御器の設計

    久保山 祐紀, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   9 ( 0 )   281 - 281   2009

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    本稿では,離散時間線形周期時変系に対して,系の安定性およびH∞ノルム仕様を満たすメモリー型周期時変状態フィードバック制御器を設計することを考える.メモリー型周期時変状態フィードバック制御器は,現在時刻だけでなく過去の時刻における状態変数の値も用いて入力を決定するという特徴をもつ.本稿では,このような制御器が存在するための必要十分条件をLMIの形で表現し,このLMIをもとにポリトープ型の不確かさを有する系に対してメモリー型周期時変状態フィードバック制御器を設計する.最後に,提案する設計手法が有効であること,とくに周期を大きくすることで不確かさを有する系に対する設計における保守性を順次低減できることを,数値例を用いて示す.

    DOI: 10.11509/sci.SCI09.0.281.0

  • Periodically Time-Varying Memory State-Feedback Controller Synthesis for Uncertain Discrete-Time Linear Systems:The H2 Case

    蛯原 義雄

    自動制御連合講演会講演論文集   52 ( 0 )   60 - 60   2009

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Periodically Time-Varying Memory State-Feedback Controller Synthesis for Uncertain Discrete-Time Linear Systems:The H2 Case

    DOI: 10.11511/jacc.52.0.60.0

  • Generalized S-procedure for inequality conditions on one-vector-lossless sets and linear system analysis Reviewed

    Yoshio Ebihara, Katsutoshi Maeda, Tomomichi Hagiwara

    SIAM Journal on Control and Optimization   47 ( 3 )   1547 - 1555   2008.11

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    The generalized version of the S-procedure, recently introduced by Iwasaki and co-authors and Scherer independently, has proved to be very useful for robustness analysis and synthesis of control systems. In particular, this procedure provides a nonconservative way to convert specific inequality conditions on lossless sets into numerically verifiable conditions represented by linear matrix inequalities (LMIs). In this paper, we introduce a new notion, one-vector-lossless sets, and propose a generalized S-procedure to reduce inequality conditions on one-vector-lossless sets into LMIs without any conservatism. By means of the proposed generalized S-procedure, we can examine various properties of matrix-valued functions over some regions on the complex plane. To illustrate the usefulness, we show that full rank property analysis problems of polynomial matrices over some specific regions on the complex plane can be reduced into LMI feasibility problems. It turns out that many existing results such as Lyapunov's inequalities and LMIs for state-feedback controller synthesis readily follow from the suggested generalized S-procedure.

    DOI: 10.1137/050627551

  • プラント変数最適ロバストサーボ系に基づく2軸型空圧人工筋アームの軌道追従制御 圧力情報を利用したオブザーバによる追従性能の向上 Reviewed

    金盛 且洋, 清田 将五郎, 蛯原 義雄, 萩原 朋道, 岡崎 安直, 小松 真弓

    Transactions of the Society of Instrument and Control Engineers   44 ( 11 )   927 - 935   2008.11

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Trajectory Tracking Control of a Two-axis Arm Driven by Pneumatic Artificial Muscles

    DOI: 10.9746/ve.sicetr1965.44.927

  • On the Exactness Proof of (D, G) Scaling Reviewed

    Yoshio Ebihara

    SICE Journal of Control, Measurement, and System Integration   1 ( 6 )   474 - 478   2008.11

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    The goal of this paper is to provide an elementary proof for the exactness of the (D,G) scaling. The (D,G) scaling has vast application area around control theory, optimization and signal processing. This is because, by applying the (D,G) scaling, we can convert inequality conditions depending on an uncertain parameter to linear matrix inequalities (LMIs) in an exact fashion. However, its exactness proof is tough, and this stems from the fact that the proof requires an involved matrix formula in addition to the standard Lagrange duality theory. To streamline the proof, in the present paper, we clarify that the involved matrix formula is closely related to a norm preserving dilation under structural constraints. By providing an elementary proof for the norm preserving dilation, it follows that basic results such as Schur complement and congruence transformation in conjunction with the Lagrange duality theory are enough to complete a self-contained exactness proof.

    DOI: 10.9746/jcmsi.1.474

  • Computing the distance to uncontrollability via LMIs Lower bound computation with exactness verification Reviewed

    Yoshio Ebihara

    Systems and Control Letters   57 ( 9 )   763 - 771   2008.9

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this paper, we consider the problem of computing the distance to uncontrollability (DTUC) of a given controllable pair A ∈ Cn × n and B ∈ Cn × m. It is known that this problem is equivalent to computing the minimum of the smallest singular value of [A - z I B] over z ∈ C. With this fact, Gu et al. proposed an algorithm that correctly estimates the DTUC at a computation cost O (n4). From the viewpoints of linear control system theory, on the other hand, this problem can be regarded as a special case of the structured singular value computation problems and thus it is expected that we can establish an alternative LMI-based algorithm. In fact, this paper first shows that we can compute a lower bound of the DTUC by simply applying the existing techniques to solve robust LMIs. Moreover, we show via convex duality theory that this lower bound can be characterized by a very concise dual SDP. In particular, this dual SDP enables us to derive a condition on the dual variable under which the computed lower bound surely coincides with the exact DTUC. On the other hand, in the second part of the paper, we consider the problem of computing the similarity transformation matrix T that maximizes the lower bound of the DTUC of (T- 1 A T, T- 1 B). We clarify that this problem can be reduced to a generalized eigenvalue problem and thus solved efficiently. In view of the correlation between the DTUC and the numerical difficulties of the associated pole placement problem, this computation of the transformation matrix would lead to an effective and efficient conditioning of the pole placement problem for the pair (A, B).

    DOI: 10.1016/j.sysconle.2008.03.002

  • On H∞ model reduction for discrete-time linear time-invariant systems using linear matrix inequalities Reviewed

    Yoshio Ebihara, Yoshito Hirai, Tomomichi Hagiwara

    Asian Journal of Control   10 ( 3 )   291 - 300   2008.5

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this paper, we address the H∞ model reduction problem for linear time-invariant discrete-time systems. We revisit this problem by means of linear matrix inequality (LMI) approaches and first show a concise proof for the well-known lower bounds on the approximation error, which is given in terms of the Hankel singular values of the system to be reduced. In addition, when we reduce the system order by the multiplicity of the smallest Hankel singular value, we show that the H∞ optimal reduced-order model can readily be constructed via LMI optimization. These results can be regarded as complete counterparts of those recently obtained in the continuous-time system setting.

  • Generalized $mathcal{S}$-Procedure for Inequality Conditions on One-Vector-Lossless Sets and Linear System Analysis Reviewed

    Yoshio Ebihara, Katsutoshi Maeda, Tomomichi Hagiwara

    SIAM Journal on Control and Optimization   47 ( 3 )   1547 - 1555   2008

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    The generalized version of the $mathcal{S}$-procedure, recently introduced by Iwasaki and co-authors and Scherer independently, has proved to be very useful for robustness analysis and synthesis of control systems. In particular, this procedure provides a nonconservative way to convert specific inequality conditions on lossless sets into numerically verifiable conditions represented by linear matrix inequalities (LMIs). In this paper, we introduce a new notion, one-vector-lossless sets, and propose a generalized $mathcal{S}$-procedure to reduce inequality conditions on one-vector-lossless sets into LMIs without any conservatism. By means of the proposed generalized $mathcal{S}$-procedure, we can examine various properties of matrix-valued functions over some regions on the complex plane. To illustrate the usefulness, we show that full rank property analysis problems of polynomial matrices over some specific regions on the complex plane can be reduced into LMI feasibility problems. It turns out that many existing results such as Lyapunov's inequalities and LMIs for state-feedback controller synthesis readily follow from the suggested generalized $mathcal{S}$-procedure.

  • 状態方程式の離散化に基づくチュックコンバータのモデル化と実験によるその妥当性の検証

    松田 雄介, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   8 ( 0 )   179 - 179   2008

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Modeling of Cuk Converters based on Discretization ofState Equations and Its Experimental Verification

    DOI: 10.11509/sci.SCI08.0.179.0

  • 双対LMIに基づく線形時不変系のロバスト性能解析

    蛯原 義雄, 松田 雄介

    自動制御連合講演会講演論文集   51 ( 0 )   172 - 172   2008

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Robust Performance Analysis of Uncertain LTI Systems based on Dual LMIs

    DOI: 10.11511/jacc.51.0.172.0

  • 不確かなパラメータを有する連続時間線形時不変系のロバストH2性能解析

    大隈 正寛, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   8 ( 0 )   210 - 210   2008

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Robust H2 Performance Analysis of Continuous-Time LTI Systems Affected by Parametric Uncertainties

    DOI: 10.11509/sci.SCI08.0.210.0

  • ヘリコプタ実験機の2自由度LQIサーボ系による姿勢制御

    藤原 佳典, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   8 ( 0 )   341 - 341   2008

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Atitude Control of a Experimental Helicopter with a 2DOF-LQI Design Method

    DOI: 10.11509/sci.SCI08.0.341.0

  • 単純適応制御に基づく拮抗型空圧人工筋駆動機構の位置決め制御

    札場 勇大, 蛯原 義雄, 萩原 朋道, 岡崎 安直

    システム制御情報学会 研究発表講演会講演論文集   7 ( 0 )   233 - 233   2007

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Positioning Control of a Pneumatic Actuation Mechanism of Antagonist-Type Based on Simple Adaptive Control

    DOI: 10.11509/sci.SCI07.0.233.0

  • PID制御のパラメータチューニング特集号を企画して

    蛯原 義雄, 〓 貴生

    システム/制御/情報   50 ( 12 )   471   2006.12

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

  • Exact stability analysis of 2-D systems using LMIs Reviewed

    Yoshio Ebihara, Yoshimichi Ito, Tomomichi Hagiwara

    IEEE Transactions on Automatic Control   51 ( 9 )   1509 - 1513   2006.9

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this note, we propose necessary and sufficient conditions for the asymptotic stability analysis of two-dimensional (2-D) systems in terms linear matrix inequalities (LMIs). By introducing a guardian map for the set of Schur stable complex matrices, we first reduce the stability analysis problems into nonsingularity analysis problems of parameter-dependent complex matrices. Then, by means of the discrete-time positive real lemma and the generalized S-procedure, we derive LMI-based conditions that enable us to analyze the asymptotic stability in an exact (i.e., nonconservative) fashion. It turns out that, by employing the generalized S-procedure, we can derive smaller size of LMIs so that the computational burden can be reduced.

    DOI: 10.1109/TAC.2006.880789

  • On the degree of polynomial parameter-dependent Lyapunov functions for robust stability of single parameter-dependent LTI systems A counter-example to Barmish's conjecture Reviewed

    Yoshio Ebihara, Tomomichi Hagiwara

    Automatica   42 ( 9 )   1599 - 1603   2006.9

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this paper, we consider the robust Hurwitz stability analysis problems of a single parameter-dependent matrix A (θ) {colon equals} A0 + θ A1 over θ ∈ [- 1, 1], where A0, A1 ∈ Rn × n with A0 being Hurwitz stable. In particular, we are interested in the degree N of the polynomial parameter-dependent Lyapunov matrix (PPDLM) of the form P (θ) {colon equals} ∑i = 0N θi Pi that ensures the robust Hurwitz stability of A (θ) via P (θ) > 0, P (θ) A (θ) + AT (θ) P (θ) < 0 (∀ θ ∈ [- 1, 1]). On the degree of PPDLMs, Barmish conjectured in early 90s that if there exists such P (θ), then there always exists a first-degree PPDLM P (θ) = P0 + θ P1 that meets the desired conditions, regardless of the size or rank of A0 and A1. The goal of this paper is to falsify this conjecture. More precisely, we will show a pair of the matrices A0, A1 ∈ R3 × 3 with A0 + θ A1 being Hurwitz stable for all θ ∈ [- 1, 1] and prove rigorously that the desired first-degree PPDLM does not exist for this particular pair. The proof is based on the recently developed techniques to deal with parametrized LMIs in an exact fashion and related duality arguments. From this counter-example, we can conclude that the conjecture posed by Barmish is not valid when n ≥ 3 in general.

    DOI: 10.1016/j.automatica.2006.04.011

  • H_∞状態フィードバック設計のための冗長なディスクリプタアプローヂ 伸張型LMIに基づく既存結果の拡張 Reviewed

    川田 昌克, 蛯原 義雄, 陳 幹

    計測自動制御学会論文集   42 ( 7 )   750 - 757   2006.7

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    A Redundant Descriptor Approach to H_∞ State-Feedback Controller Synthesis

  • 多項式型パラメータ依存 Lyapunov 関数を用いた不確かな線形時不変系のロバストH_∞性能解析 Reviewed

    平井 義人, 蛯原 義雄, 萩原 朋道

    計測自動制御学会論文集   42 ( 6 )   618 - 627   2006.6

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Robust H_∞ Performance Analysis of Linear Time-Invariant Uncertain Systems via Polynomially Parameter-Dependent Lyapunov Functions

  • H状態フィードバック設計のための冗長なディスクリプタアプローチ:伸張型LMIに基づく既存結果の拡張 Reviewed

    川田 昌克, 蛯原 義雄, 陳 幹

    計測自動制御学会論文集   42 ( 7 )   750 - 757   2006

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    In this paper, we shall provide a new redundant descriptor approach to H state-feedback controller synthesis based on the strategy of the recently developed dilated LMIs. It is known that both of the redundant descriptor and the dilated LMI approaches are effective for robust/gain-scheduled H state-feedback controller synthesis when the state-space matrices of the plant are affected by uncertain/scheduling parameters. These approaches are closely related in the sense that they enlarge the size of LMIs and employ additional matrix variables to obtain more tractable LMI conditions. However, in the existing redundant descriptor approaches, some assumptions have been imposed on the the state-space matrices of the plant to avoid difficulties arising from the fictious direct feedthrough term from the disturbance inputs to the performance outputs of the resulting descriptor form. This is in sharp contrast with the dilated LMI approaches that do not require any specific assumptions on the state space matrices. To fill the gap between these two approaches, in the present paper, we revisit the redundant descriptor approaches and provide a new way to recast the state-space representations into descriptor forms by employing yet new additional variables. By employing those new additional variables, it turns out that those LMIs resulting from the descriptor approaches coincide with the known dilated LMI conditions. The role of those additional variables can be seen clearly if we view from the standpoint of the redundant descriptor approaches.

    DOI: 10.9746/sicetr1965.42.750

  • 線形行列不等式を用いたサンプル値 H2/H∞ 制御系の設計法に関する考察

    金盛 且洋, 蛯原 義雄, 萩原 朋道

    自動制御連合講演会講演論文集   49 ( 0 )   65 - 65   2006

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    DOI: 10.11511/jacc.49.0.65.0

  • 多項式型パラメータ体存Lyapunov関数を用いた不確かな線形時不変系のロバストH性能解析 Reviewed

    平井 義人, 蛯原 義雄, 萩原 朋道

    計測自動制御学会論文集   42 ( 6 )   618 - 627   2006

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    In this paper, we address robust H performance analysis problems of linear time-invariant polytopic-type uncertain systems. We employ polynomially parameter-dependent Lyapunov functions to assess the robust H performance and derive sufficient conditions for the existence of those Lyapunov functions in terms of numerically verifiable finitely many linear matrix inequalities (LMIs). To this end, we first consider to analyze the H performance of uncertainty-free systems by means of Lyapunov functions of a particular form, and explore the existence condition of such Lyapunov functions. We show that, by considering a suitable redundant system description, the existence condition of such Lyapunov functions can be reduced into constrained inequality conditions to which Finsler's Lemma can be applied. It turns that we can readily obtain novel LMI conditions for the H performance analysis of uncertainty-free systems. The LMI-based conditions that enable us to assess the robust H performance of uncertain systems by means of polynomially parameter-dependent Lyapunov functions follow immediately from these newly obtained LMIs. The LMI conditions obtained in this paper can be regarded as a natural extension of those known as extended or dilated LMIs in the literature.

    DOI: 10.9746/sicetr1965.42.618

  • 制御入力の飽和を考慮した2自由度LQIサーボ系のL2性能保証領域に基づく設計法

    前田 雄俊, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   6 ( 0 )   285 - 285   2006

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    制御対象の保護のために制御入力の大きさを制限する必要がある場合や,操作器の出力の物理的な限界のために制御入力が飽和して,制御性能の劣化(ワインドアップ現象)が発生する恐れがあるとき,既存の2 自由度L Q I サーボ系の設計法では,設計パラメータを試行錯誤的に調整しなければならない.本稿では,L2性能保証領域の考え方を採用し,制御入力の飽和を陽に考慮した2 自由度L Q I サーボ系の設計法の1 つとして,制御入力の非飽和を達成する設計法を提案する.

    DOI: 10.11509/sci.SCI06.0.285.0

  • 不確かな線形時不変系のロバストH∞性能解析:多項式型パラメータ依存リアプノフ関数を用いた解析と繰り返し計算による改善

    平井 義人, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   6 ( 0 )   52 - 52   2006

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    本稿では,不確かさを有する線形時不変系のロバストH∞性能を多項式型パラメータ依存リアプノフ関数を用いて解析することを可能とする新たなLMI条件を提案する.また,この提案条件の解析結果の保守性は前もって指定する行列に依存する.そこで,提案条件によるH∞性能解析を繰り返し計算に帰着させることによって,指定する行列を望ましい値に更新し、さらに厳密な(保守的でない)解析結果を得るための改善法を提案する.

    DOI: 10.11509/sci.SCI06.0.52.0

  • LQ最適制御理論を用いた2軸型空圧人工筋アームの軌道追従制御

    清田 将五郎, 蛯原 義雄, 萩原 朋道, 岡崎 安直, 足達 勇治

    システム制御情報学会 研究発表講演会講演論文集   6 ( 0 )   288 - 288   2006

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    2軸型空圧人工筋アームは軽量で柔軟であるという特長を持ち,2つの軸をもつことから手先位置をある平面内で自由に動かすことが可能である.しかし,圧縮空気や人工筋を用いることから剛性が低く,運動学に非線形性を含むことから正確な軌道追従制御をすることが容易ではない.これに対して本稿では,LQ最適制御理論に基づくサーボ系の設計法と人工筋の圧力に関するマイナーループを併用した軌道追従制御を試みた.

    DOI: 10.11509/sci.SCI06.0.288.0

  • 2-D離散システムの安定性解析 Reviewed

    伊藤 義道, 蛯原 義雄

    システム/制御/情報   50 ( 11 )   412 - 417   2006

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Stability Analysis for 2-D Discrete Systems

    DOI: 10.11509/isciesci.50.11_412

  • (D,G)スケーリングを用いた状態フィードバックH∞制御系設計と反復計算による改良

    朴 サンウク, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   6 ( 0 )   266 - 266   2006

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    本稿では不確かな線形時不変系に対する状態フィードバックH∞制御系設計問題について考察する.過去の研究において提案されたLMI(線形行列不等式)による設計法に基づいて(D,G)スケーリングを用いた設計法を提案する.さらに,その提案手法を繰り返し用いることにより,従来の手法に比べてより良いH∞性能を達成するフィードバックゲインを求めることができることを示す.

    DOI: 10.11509/sci.SCI06.0.266.0

  • A dilated LMI approach to robust performance analysis of linear time-invariant uncertain systems Reviewed

    Yoshio Ebihara, Tomomichi Hagiwara

    Automatica   41 ( 11 )   1933 - 1941   2005.11

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper studies robust performance analysis problems of linear time-invariant systems affected by real parametric uncertainties. In the case where the state-space matrices of the system depend affinely on the uncertain parameters, it is know that recently developed extended or dilated linear matrix inequalities (LMIs) are effective to assess the robust performance in a less conservative fashion. This paper further extends those preceding results and propose a unified way to obtain numerically verifiable dilated LMI conditions even in the case of rational parameter dependence. In particular, it turns out that the proposed dilated LMIs enable us to assess the robust performance via multiaffine parameter-dependent Lyapunov variables so that less conservative analysis results can be achieved. Connections among the proposed conditions and existing results are also discussed concretely. Several existing results can be viewed as particular cases of the proposed conditions.

    DOI: 10.1016/j.automatica.2005.05.023

  • 制御系の切換時における外乱応答の評価手法に関する検討 線形作用素表現に基づくL_2ゲイン解析 Reviewed

    蛯原 義雄, 萩原 朋道

    計測自動制御学会論文集   41 ( 11 )   937 - 938   2005.11

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    A Study to Assess the Disturbance Response of Control Systems across Switching

  • The 16th IFAC World Congress

    蛯原 義雄

    システム/制御/情報   49 ( 9 )   389   2005

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    The 16th IFAC World Congress

    DOI: 10.11509/isciesci.49.9_389

  • 高次の多項式型マルチプライヤを用いた多項式行列のロバストD安定解析

    藤村 勇樹, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   5 ( 0 )   208 - 208   2005

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    In this paper, we discuss robust D-stability analysis of uncertain polynomial matrices. By introducing polynomial-type multipliers, we show that it is possible to obtain varieties of LMI conditions for D-stability analysis in a constructive way according to the order/structure of the multipliers to be employed. Then, we show the effectiveness of the proposed LMI conditions when dealing with robust D-stability analysis problems of polytopic-type uncertain polynomial matrices.

    DOI: 10.11509/sci.SCI05.0.208.0

  • 拮抗型空圧人工筋駆動機構の2自由度LQI制御

    和田 康宏, 蛯原 義雄, 萩原 朋道, 岡崎 安直, 足達 勇治

    システム制御情報学会 研究発表講演会講演論文集   5 ( 0 )   219 - 219   2005

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    In this paper, we aim at achieving accurate positioningcontrol of a pneumatic artificial antagonist-type actuation mechanism. This system has favorable characteristics such as safe interaction with humans and high flexibility. However, due to the nonlinearity of the system behavior as well as the weak rigidity of the compressed air, it is quite difficult to achieve accurate positioning control. To overcome these difficulties, in our preceding studies, we adopted the design method of two-degree-of-freedom (2DOF) LQI servo systems, by which satisfactory tracking performance for step references was achieved under various load conditions.In this paper, we consider ramp references and apply the design method of plant-variable (PV) optimal control, which could be regarded as a natural extension of the design method of 2DOF-LQI servo systems. It is demonstrated that accurate and quick tracking can be achieved for step and ramp references by this method.

    DOI: 10.11509/sci.SCI05.0.219.0

  • 制御系の切換時における外乱応答の評価手法に関する検討:線形作用素表現に基づくL2ゲイン解析 Reviewed

    蛯原 義雄, 萩原 朋道

    計測自動制御学会論文集   41 ( 11 )   937 - 938   2005

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    In recent studies, Asai proposed a strategy to analyze disturbance response of control systems across switching. It was shown that the performance deterioration caused by the disturbance can be assessed quantitatively by a sort of L2 gain of the control system, which can be regarded as a generalization of the well-studied Hankel norm of linear time-invariant systems. In addition, explicit formulas to compute the L2 gain have also been derived. The derivation explored there is, however, rather involved and does not conform to the elegant results already known in the analysis of Hankel operators. Motivated by these facts, in the present note, we give a concise proof for the results by Asai based on linear operator representations. It turns out that the results can readily be obtained by describing a procedure to compute the norm of the associated compact linear operator.

    DOI: 10.9746/sicetr1965.41.937

  • American Control Conference 2004

    蛯原 義雄

    計測と制御 = Journal of the Society of Instrument and Control Engineers   43 ( 12 )   1007   2004.12

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    American Control Conference 2004

  • New dilated LMI characterizations for continuous-time multiobjective controller synthesis Reviewed

    Yoshio Ebihara, Tomomichi Hagiwara

    Automatica   40 ( 11 )   2003 - 2009   2004.11

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper provides new dilated linear matrix inequality (LMI) characterizations for continuous-time controller synthesis. The dilated LMIs enable us to parametrize controllers without involving the Lyapunov variables in the parametrizations. Taking advantage of this feature, we can readily design multiobjective controllers with non-common Lyapunov variables, whereas we are forced to employ a common one in the well-known Lyapunov shaping paradigm. In particular, it is shown that the proposed dilated-LMI-based approach to H2/D-stability synthesis encompasses the corresponding Lyapunov shaping paradigm as a special case. In this sense, the results of this paper can be viewed as partial counterparts of those obtained in the discrete-time setting.

    DOI: 10.1016/j.automatica.2004.06.009

  • Structured controller synthesis using LMI and alternating projection method Reviewed

    Yoshio Ebihara, Kazuma Tokuyama, Tomomichi Hagiwara

    International Journal of Control   77 ( 12 )   1137 - 1147   2004.8

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this paper, we propose new LMI-based conditions to design output-feedback controllers under structural constraints. The conditions are represented in terms of LMIs with rank constraints and we apply the alternating projection method to solve them. Even though the alternating projection algorithm does not ensure global convergence, extensive numerical experiments demonstrate that the proposed design method is promising in designing structured controllers. The difficulties and limitations linked with the proposed design method is also discussed.

    DOI: 10.1080/00207170412331298947

  • On H model reduction using LMIs Reviewed

    Yoshio Ebihara, Tomomichi Hagiwara

    IEEE Transactions on Automatic Control   49 ( 7 )   1187 - 1191   2004.7

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this note, we deal with the problem of approximating a given nth-order linear time-invariant system G by an rth-order system Gr where r < n. It is shown that lower bounds of the H norm of the associated error system can be analyzed by using linear matrix ineqaulity (LMI)-related techniques. These lower bounds are given in terms of the Hankel singular values of the system G and coincide with those obtained in the previous studies where the analysis of the Hankel operators plays a central role. Thus, this note provides an alternative proof for those lower bounds via simple algebraic manipulations related to LMIs. Moreover, when we reduce the system order by the multiplicity of the smallest Hankel singular value, we show that the problem is essentially convex and the optimal reduced-order models can be constructed via LMI optimization.

    DOI: 10.1109/TAC.2004.831116

  • マトリクスペンシルの正則性解析と線形時不変系の安定解析への応用

    前田 雄俊, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   4 ( 0 )   47 - 47   2004

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    本稿では,2×2のエルミート行列に関する2次形式で表現される複素平面上のある領域において、与えられたマトリクスペンシルが正則となるためのLMI条件を導出する.さらにこの条件を応用した線形時不変系のLyapunovの安定性理論の新しい証明,およびパラメータ変動系のロバスト安定性解析に関する新たなLMI条件を示す.

    DOI: 10.11509/sci.SCI04.0.47.0

  • 行列不等式を用いた離散時間線形時不変系のモデル低次元化

    平井 義人, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   4 ( 0 )   70 - 70   2004

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    本稿では離散時間系のモデル低次元化について考察する.はじめに,系G(z)に対して低次元化モデルGr(z)を求める場合,誤差系のH無限大ノルムの下界が行列不等式を用いて解析できることを示す.さらに系 G(z) のハンケル特異値の最小値の重複度分だけ低次元化を行う場合には,上述の下界が下限となり,かつ下限を達成する最適な低次元化モデルがLMI最適化によって求まることを示す.

    DOI: 10.11509/sci.SCI04.0.70.0

  • 正実性・最小位相性を考慮したモデル低次元化手法

    桑原 丈, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   4 ( 0 )   71 - 71   2004

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    This paper is concerned with model reduction methods taking account of positive realness and minimum-phase properties, while keeping the H infinity norm of the associated error system (||E(s)||)as small as possible with the LMI optimization technique. These methods are applied to the reduction of an Euler-Bernoulli beam system to demonstrate their effectiveness.In the application of the proposed methods,we first need to obtain apositive real or minimum-phase reduced-order model such that ||E(s)|| is reasonably small.A way for obtaining such a reduced-order modelis via the truncated positive real balanced realization method,but it sometimes leads toa reduced-order model with very large ||E(s)||.Thus, this paper also tackles this problem from the numerical pointof view.

    DOI: 10.11509/sci.SCI04.0.71.0

  • 伸張型線形行列不等式を用いた制御系の解析と設計 Reviewed

    蛯原 義雄, 萩原 朋道

    システム/制御/情報   48 ( 9 )   355 - 360   2004

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Control System Analysis and Synthesis Using Dilated LMIs

    DOI: 10.11509/isciesci.48.9_355

  • 定常ゲインを考慮したモデル低次元化手法とその電力系統縮約への応用 Reviewed

    桑原 丈, 細川 琢磨, 蛯原 義雄, 萩原 朋道, 森岡 靖夫

    システム制御情報学会論文誌   16 ( 9 )   476 - 483   2003.9

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Model Reduction Method Preserving the Steady-State Gain and Its Application to Electric Power Systems

    DOI: 10.5687/iscie.16.476

  • A Dilated LMI Approach to Continuous-Time Gain-Scheduled Controller Synthesis with Parameter-Dependent Lyapunov Variables Reviewed

    Yoshio Ebihara, Tomomichi Hagiwara

    計測自動制御学会論文集   39 ( 8 )   734 - 740   2003.8

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • 2自由度最適積分型サーボ系におけるH制御の利用と空気圧シリンダの位置決め制御

    和田 康宏, 蒲地 誠, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   3 ( 0 )   2004 - 2004   2003

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    A two-degree-of-freedom design method of LQI servo systems has been proposed based on optimal control theory. The feature of this method is that tracking characteristics are determined optimally with respect to a quadratic-integral performance index while the integral compensator (i.e., the integral gain) can be designed independently without affecting tracking characteristics. This paper considers to apply the H∞ techniques to the design of the integral compensator. We apply such a design scheme to positioning control of a pneumatic servo system and show its effectiveness through experiments.

    DOI: 10.11509/sci.SCI03.0.2004.0

  • 多項式型パラメータ依存リアプノフ変数を用いたゲインスケジューリング制御系の設計

    冨岡 一貴, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   3 ( 0 )   7005 - 7005   2003

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    To design gain scheduled controllers in a less conservative fashion, a dilated-LMI-based approach has been proposed recently. However, this approach is still conservative due to the use of multi-affine parameter-dependent Lyapunov variables. In this paper, we revisit the dilated LMI condition and provide a yet less conservative design method that enables us to design gain scheduled controllers via polynomial-type parameter-dependent Lyapunov variables.

    DOI: 10.11509/sci.SCI03.0.7005.0

  • On Model Reduction Using LMI’s

    蛯原 義雄, 萩原 朋道

    自動制御連合講演会講演論文集   46 ( 0 )   185 - 188   2003

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    本稿ではモデル低次元化について考察する.最適Hankelノルム近似手法においては,モデル低次元化の際の誤差システムのHノルムの下界値がHankel特異値を用いて表現できることが示されている.本稿では,LMIに関連した代数的手法を適用することにより,これらの下界値が容易に導出できることを示す.さらに,低次元化の次数が1の場合には,LMI最適化問題を解くことにより誤差システムのHノルムを最小にする低次元化モデルが得られることを示す.

    DOI: 10.11511/jacc.46.0.185.0

  • A Dilated LMI Approach to Robust Performance Analysis of Linear Time-Invariant Uncertain Systems

    Yoshio Ebihara, Tomomichi Hagiwara

    SICE Annual Conference Program and Abstracts   2002 ( 0 )   569 - 569   2002

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    This paper addresses robust performance analysis problems for linear time-invariant systems depending on uncertain parameters. It is well known that, in the case of affine parameter dependence, we can deal with such problems based on standard LMI (Linear Matrix Inequalities) characterizations and the concept of quadratic stability. However, in the case of rational parameter dependence, we need another effort to arrive at numerically tractable conditions. This paper clarifies that recently developed dilated LMI characterizations are useful in dealing with such robust performance analysis problems. The dilated LMI’s also allow us to employ parameter-dependent Lyapunov variables, which are known to be quite effective to reduce the conservatism resulting from a quadratic (parameter-independent) Lyapunov variable.

    DOI: 10.11499/sicep.2002.0.569.0

  • 定常ゲインを考慮したモデル低次元化手法の拡張とその電力系統縮約への応用

    桑原 丈, 蛯原 義雄, 萩原 朋道, 森岡 靖夫

    システム制御情報学会 研究発表講演会講演論文集   2 ( 0 )   147 - 147   2002

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    This paper is concerned with a model reduction method taking account of the steady-state gain, while keeping the H norm of the associated error system as small as possible with the LMI optimization technique. An existing method to achieve this objective is such that only the input and output matrices are modified iteratively, and the state matrix remains unchanged. The extension of this method provided in this paper enables one to modify the state matrix as well. The method is applied to the reduction of a multi-machine electric power system to demonstrate the effectiveness of the proposed method.

    DOI: 10.11509/sci.SCI02.0.147.0

  • LMIによる分散安定化制御装置の一設計法

    野崎 尚広, 蛯原 義雄, 萩原 朋道

    システム制御情報学会 研究発表講演会講演論文集   2 ( 0 )   14 - 14   2002

     More details

    Language:Others   Publishing type:Research paper (scientific journal)  

    A number of design methods for output-feedback decentralized stabilizing controllers have been proposed for large-scale linear systems. In the centralized case, it is well known that this output-feedback synthesis problem is reduced to an optimization problem of linear matrix inequalities (LMI’s). In this paper, to design decentralized controllers, we restrict some variables of those LMI’s to block-diagonal forms. However, since this restriction is not enough to obtain decentralized controllers, we also introduce a certain replacement of variables. Since the latter causes the LMI’s to turn into bilinear matrix inequalities (BMI’s), we convert BMI’s into LMI’s by fixing some variables in the BMI’s. We get two kinds of LMI’s which are obtained by fixing some variables and solve those LMI’s alternately. The effectiveness of this design method is illustrated by numerical examples.

    DOI: 10.11509/sci.SCI02.0.14.0

  • 単純適応制御手法による空圧サーボ位置決め制御 - PFC のオートチューニング機構の導入 Reviewed

    京和泉 宏三, 藤田 行茂, 蛯原 義雄

    システム制御情報学会論文誌   14 ( 3 )   102 - 109   2001.3

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Simple Adaptive Control Method with Automatic Tuning of PFC and Its Application to Positioning Control of a Pneumatic Servo System

    DOI: 10.5687/iscie.14.102

  • Sequential tuning methods of LQ/LQI controllers for multivariable systems and their application to hot strip mills Reviewed

    Yoshio Ebihara, Tomomichi Hagiwara, Mituhiko Araki

    International Journal of Control   73 ( 15 )   1392 - 1404   2000.10

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    In this study, we propose such sequential tuning methods of multivariable optimal regulators that can be applied to the tuning of control systems under operation. In such tuning, it is desirable to change feedback gains only step by step, confirming that the control performance is actually improved in each step. The first method we propose is such that we design an optimal single-input regulator in each step, by paying attention to only one input of the plant while the feedback laws to other inputs are fixed to those obtained in the previous sequential tuning steps. On the other hand, the second method is such that all elements of the feedback gain are changed at once, while we are given the design freedom about how much we are to change the gain. These two methods as well as their combined use are shown to lead to the optimal gain as a multivariable control system eventually, provided that the sequential tuning steps are repeated sufficiently many times. We apply these methods to the tuning of LQI servo systems, and carry out the simulation study of the control of a hot strip mill to illustrate the tuning law and show its effectiveness.

    DOI: 10.1080/002071700445415

  • H_2パフォーマンスに基づいたコントローラの逐次調整法

    蛯原 義雄, 荻原 朋道

    材料とプロセス : 日本鉄鋼協会講演論文集 = Current advances in materials and processes : report of the ISIJ meeting   13 ( 2 )   P14   2000.3

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    A Sequential Tuning Method of Controller based on H_2 Performance

  • 多変数最適制御系の逐次調整法とその圧延システムへの応用

    蛯原 義雄, 萩原 朋道, 荒木 光彦

    材料とプロセス : 日本鉄鋼協会講演論文集 = Current advances in materials and processes : report of the ISIJ meeting   12 ( 5 )   P - 13   1999.9

     More details

    Language:Japanese   Publishing type:Research paper (scientific journal)  

    Sequential Tuning Methods for Optimal Control Systems and their Application to Hot Strup Mills

▼display all

Books

  • Stability analysis of neutral type time-delay positive systems

    Yoshio Ebihara, Naoya Nishio, Tomomichi Hagiwara

    Springer Verlag  2017.1 

     More details

    Responsible for pages:67-79   Language:English  

    This chapter is concerned with asymptotic stability analysis of neutral type time-delay positive systems (TDPSs). We focus on a neutral type TDPS represented by a feedback system constructed from a finite-dimensional LTI positive system and the pure delay, and give a necessary and sufficient condition for the stability. In the case where we deal with a retarded type TDPS, i.e., if the direct-feedthrough term of the finite-dimensional LTI positive system is zero, it is well known that the retarded type TDPS is stable if and only if its delay-free finite-dimensional counterpart is stable. In the case of neutral type TDPS, i.e., if the direct-feedthrough term is nonzero, however, we clarify that the neutral type TDPS is stable if and only if its delay-free finite-dimensional counterpart is stable and the direct-feedthrough term is Schur stable. Namely, we need additional condition on the direct-feedthrough term.

    DOI: 10.1007/978-3-319-54211-9_6

  • S-Variable Approach to LMI-based Robust Control

    Y. Ebihara, D. Peaucelle, D. Arzelier(Role:Joint author)

    Springer  2015.5 

     More details

    Language:English   Book type:Scholarly book

  • LMI によるシステム制御

    蛯原 義雄(Role:Sole author)

    2012.3 

     More details

    Language:Japanese   Book type:Scholarly book

Presentations

  • 再帰型ニューラルネットワークの安定性解析を目的としたリアプノフ安定論に基づくモデル縮約

    福地和真,湯野剛史,蛯原義雄

    第 11 回計測自動制御学会制御部門マルチシンポジウム  2024.3 

     More details

    Event date: 2024.3

    Language:Japanese  

    Country:Japan  

  • Impulse-to-Peak Optimization of Positive Linear Systems via DC Programming International conference

    C. Zhao, X. Gong, Y. Ebihara, and M. Ogura

    The 22nd IFAC World Congress  2023.7 

     More details

    Event date: 2024.3

    Language:English   Presentation type:Oral presentation (general)  

    Country:Japan  

  • Internal/External Positivity of Sampled-data Systems: Definitions and the Necessary and Sufficient Conditions International conference

    R. Shiga, T. Hagiwara, and Y. Ebihara

    The 22nd IFAC World Congress  2023.7 

     More details

    Event date: 2024.3

    Language:English   Presentation type:Oral presentation (general)  

    Country:Japan  

  • Lower Bound Analysis of Lp+ Induced Norm for LTI Systems International conference

    Y. Ebihara, N. Sebe, H. Waki, and T. Hagiwara

    The 22nd IFAC World Congress  2023.7 

     More details

    Event date: 2024.3

    Language:English   Presentation type:Oral presentation (general)  

    Country:Japan  

  • Lp+ Induced Norm Analysis of Linear Systems Invited International conference

    Y. Ebihara

    Workshop on Uncertain Dynamical Systems (WUDS2023)  2023.7 

     More details

    Event date: 2024.3

    Language:English   Presentation type:Oral presentation (general)  

    Country:Japan  

  • Stability Analysis of Feedback Systems with Idempotent Nonlinearities International conference

    S. Nishinaka, K. Kadota, T. Yuno, and Y. Ebihara

    SICE Annual Conference 2023  2023.9 

     More details

    Event date: 2024.3

    Language:English   Presentation type:Oral presentation (general)  

    Country:Japan  

  • 再帰型ニューラルネットワークのモデル縮約に関する一考察

    福地和真,湯野剛史,蛯原義雄

    第 66 回自動制御連合講演会  2023.10 

     More details

    Event date: 2024.3

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • 直流ゲインを考慮したシステムに依存しない L2+ 誘導ノルムの下界値解析

    初村勇樹,瀬部昇,蛯原義雄,脇隼人

    第 66 回自動制御連合講演会  2023.10 

     More details

    Event date: 2024.3

    Language:Japanese  

    Country:Japan  

  • フィードフォワードニューラルネットワークの局所的 Lipschitz 定数:上界値計算と厳密性検証

    Dai Xin,西中伸吾,藤井達希,蛯原義雄

    第10回計測自動制御学会制御部門マルチシンポジウム  2023.3 

     More details

    Event date: 2023.4 - 2023.3

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • 二次制約と共正値マルチプライアを用いたセクタ型非線形作用素を有するダイナミカルシステムの性能解析

    佐伯凜,湯野剛史,蛯原義雄

    第 66 回自動制御連合講演会  2023.10 

     More details

    Event date: 2023.3 - 2024.3

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:宮城   Country:Japan  

  • 離散時間線形時不変システムのlp+ 誘導ノルムの下界値解析

    伊藤龍之介,本岡駿人,蛯原義雄

    第10回計測自動制御学会制御部門マルチシンポジウム  2023.3 

     More details

    Event date: 2023.3

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • サンプル値系の非負性とL∞ 誘導ノルム

    志賀亮介,蛯原義雄,萩原朋道

    第64 回自動制御連合講演会  2021.11 

     More details

    Event date: 2022.11 - 2021.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • Tractable Semidefinite Bounds of Positive Maximal Singular Values International conference

    V. Magron, N. H. A. Mai, Y. Ebihara, H. Waki

    The 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS2022)  2022.9 

     More details

    Event date: 2022.9

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Bayreuth   Country:Germany  

  • Stability Analysis of Dynamical Systems with Saturation Nonlinearities via IQC with Copositive Multipliers International conference

    R. Saeki, Y. Ebihara

    SICE Annual Conference  2022.9 

     More details

    Event date: 2022.9

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Kumamoto   Country:Japan  

  • L2+ Induced Norm Analysis of Continuous-Time LTI Systems Using Positive Filters and Copositive Programming International conference

    Y. Ebihara, H. Waki, N. Sebe, V. Magron, D. Peaucelle, S. Tarbouriech

    The 18th European Control Conference  2022.7 

     More details

    Event date: 2022.7

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Virtual   Country:United Kingdom  

  • 単層フィードフォワードニューラルネットワークのモデル縮約と信頼性保証

    藤井達希,蛯原義雄

    第9 回計測自動制御学会制御部門マルチシンポジウム  2022.3 

     More details

    Event date: 2022.3

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • L2+ 誘導ノルムの解析II: 下界値解析

    蛯原義雄,本岡駿人,脇隼人,瀬部昇

    第9 回計測自動制御学会制御部門マルチシンポジウム  2022.3 

     More details

    Event date: 2022.3

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • L2+ 誘導ノルムの解析I: 上界値解析

    本岡駿人,蛯原義雄,脇隼人,瀬部昇

    第9 回計測自動制御 学会制御部門マルチシンポジウム  2022.3 

     More details

    Event date: 2022.3

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • Stability Analysis of Recurrent Neural Networks by IQC with Copositive Mutipliers International conference

    Y. Ebihara, H. Waki, V. Magron, N. H. A. Mai, D. Peaucelle, S. Tarbouriech

    Conference on Decision and Control  2021.12 

     More details

    Event date: 2021.12

    Language:English   Presentation type:Oral presentation (general)  

    Country:United States  

  • 単層フィードフォワードニューラルネットワークのモデル縮約と信頼性保証

    藤井達希,蛯原義雄

    第40 回計測自動制御学会九州支部学術講演会  2021.11 

     More details

    Event date: 2021.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • オフグリッドにおける電気自動車の運用計画最適化に関する一検討

    堺美樹,蛯原義雄,國保友佑

    第64 回自動制御連合講演会  2021.11 

     More details

    Event date: 2021.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • 非負フィルタと共正値計画を用いたL2+ 誘導ノルムの解析

    本岡駿人,蛯原義雄

    第64 回自動制御連合講演会  2021.11 

     More details

    Event date: 2021.11

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • l2 Induced Norm Analysis of Discrete-Time LTI Systems for Nonnegative Input Signals and Its Application to Stability Analysis of Recurrent Neural Networks, International conference

    Y. Ebihara, H. Waki, V. Magron, N. H. A. Mai, D. Peaucelle, S. Tarbouriech

    European Control Conference  2021.6 

     More details

    Event date: 2021.6

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Virtual   Country:Netherlands  

  • On Gain-Scheduled State-Feedback Controllers Synthesis under Quadratic Stability Condition International conference

    Y. Ebihara, N. Sebe, H. Waki

    Conference on Decision and Control  2020.12 

     More details

    Event date: 2021.5

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Virtual   Country:Korea, Republic of  

  • L1-induced Norm Analysis of Positive Systems and Its Application Invited International conference

    Y. Ebihara

    Kolloquium Technische Kybernetik, The University of Sttutgart  2019.9 

     More details

    Event date: 2021.5

    Language:English   Presentation type:Oral presentation (general)  

    Country:Japan  

  • The Hankel-type Lq/Lp Induced Norms of Positive Systems Across Switching International conference

    Y. Ebihara, D. Peaucelle, D. Arzelier

    European Control Conference  2020.7 

     More details

    Event date: 2021.5

    Language:English   Presentation type:Oral presentation (general)  

    Venue:Virtual   Country:Germany  

  • 離散時間リフティングとIQC に基づくLur’e 系のロバスト性能解析

    加藤光樹,蛯原義雄,萩原朋道

    第8 回計測自動制御学会制御部門マルチシンポジウム  2021.3 

     More details

    Event date: 2021.3

    Language:Japanese   Presentation type:Oral presentation (general)  

    Country:Japan  

  • H2 state-feedback control for continuous-time systems under positivity constraint

    Yoshio Ebihara, Patrizio Colaneri, Jose C. Geromel

    18th European Control Conference, ECC 2019  2019.6 

     More details

    Event date: 2019.6

    Language:English  

    Venue:Naples   Country:Italy  

    This study is concerned with the H{2} state-feedback controller synthesis problem under positivity constraint on the closed-loop system. This problem is believed to be a nonconvex problem in both continuous-and discrete-time system settings and hence remains to be the most challenging issue in positive system theory. For this hard problem, in the discrete-time system setting, the authors recently proposed a technique for the lower bound computation of the best achievable H{2} performance by a specific treatment of finite impulse responses (FIRs) of the closed-loop systems. The goal of this paper is to extend this idea to the continuous-time system setting. Even though there is no notion of FIR in (finite-dimensional) continuous-time system impulse responses, the truncation of the Taylor series expansion of the matrix exponential function in the impulse response paves the way for obtaining a semidefinite programming problem (SDP) for the lower bound computation. We show that, by increasing the truncation degree, we can construct a sequence of SDPs that generates a monotonically non-decreasing sequence of the lower bounds. By combining this lower bound computation technique with heuristic upper bound and suboptimal gain computation techniques, it becomes possible to draw definite conclusion on the quality of the computed suboptimal gains.

  • Linear-Programming-Based Decentralized Stabilizing Controller Synthesis for Interconnected Positive Systems and its Optimality Property

    Yoshio Ebihara

    57th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2018  2018.10 

     More details

    Event date: 2018.9

    Language:English  

    Venue:Nara   Country:Japan  

    This study is concerned with decentralized stabilizing controller synthesis problem for interconnected systems constructed from positive subsystems. The main issue is how to design a controller for each subsystem locally so that positivity and stability of the overall interconnected system can be attained. Under a specific interconnection structure, the author has already shown that such a controller can be designed locally without any information about the rest of the positive subsystems. Namely, under the specific interconnection structure, we can reduce the original problem into a set of L-1- induced-norm optimal controller synthesis problems for subsystems each of which can be solved indeed locally via linear programming. On the basis of these preceding results, in this study, we show an optimality property of such local L-1 -induced-norm optimal controllers in a global sense. More precisely, we prove that the set of L-1 -induced-norm optimal controllers is indeed globally optimal in the sense that it minimizes the abscissa of the coefficient matrix of the overall interconnected closed-loop system.

  • H2 State-Feedback Synthesis under Positivity Constraint Upper and Lower Bounds Computation of the Achievable Performance

    Yoshio Ebihara

    16th European Control Conference, ECC 2018  2018.11 

     More details

    Event date: 2018.6

    Language:English  

    Venue:Limassol   Country:Cyprus  

    This paper is concerned with the H-{2} state- feedback synthesis problem under positivity constraint on the closed-loop system. This problem is believed to be a non-convex problem and hence exact treatment is not known to this date. With this difficulty in mind, in this paper, we first derive several semidefinite programs (SDPs) for the computation of the upper bounds of the achievable performance as well as suboptimal gains. However, if we rely only on the upper bound computation, we cannot say anything quantitatively on the quality of the computed suboptimal gains. For such quantitative evaluation, we next derive an SDP for the lower bound computation of the achievable performance. The key idea in deriving such an SDP is that, if the closed-loop system is positive, then the Lya- punov variable in the standard SDP for the H-{2} state-feedback synthesis should be (elementwise) nonnegative. By numerical examples, we illustrate the effectiveness and limitation of the proposed strategy with upper and lower bounds computation. Keywords: H-{2} state-Feedback synthesis, positivity constraint, upper and lower bound computation.

  • H2 state-feedback synthesis for discrete-time systems under positivity constraint

    Yoshio Ebihara, Patrizio Colanoli, Jose C. Geromel

    2018 SICE International Symposium on Control Systems, SICE ISCS 2018  2018.4 

     More details

    Event date: 2018.3

    Language:English  

    Venue:Tokyo   Country:Japan  

    This paper is concerned with the H2 state-feedback synthesis problem for discrete-time systems under positivity constraint on the closed-loop systems. This problem is believed to be a non-convex problem and hence exact treatment is not known to this date. With this difficulty in mind, in this paper, we first derive semidefinite programs (SDPs) for the computation of the upper bounds of the achievable H2 performance as well as suboptimal gains. However, if we merely rely on the upper bound computation, we cannot draw any definite conclusion on the quality of the computed suboptimal gains. Thus the main issue of the present paper is the lower bound computation, and to this end we derive an SDP for that computation via specific treatment of the finite impulse resonse (FIR) with the idea of time-varying gain synthesis. We show that the lower bounds become tighter as we increase the length of the FIR. By numerical examples we show the soundness of the proposed strategy with upper and lower bounds computation.

  • Dominant pole analysis of neutral-type time delay positive systems

    Yoshio Ebihara

    56th IEEE Annual Conference on Decision and Control, CDC 2017  2018.1 

     More details

    Event date: 2017.12

    Language:English  

    Venue:Melbourne   Country:Australia  

    This paper is concerned with dominant pole analysis of neutral-type time delay positive systems (TDPSs). The neutral-type TDPS of interest is constructed by feedback connection between a finite-dimensional linear time-invariant positive system (FDLTIPS) and the pure delay, where the FDLTIPS has a nonzero direct feedthrough term. It has been shown very recently that this neutral-type TDPS is asymptotically stable if and only if its delay-free finite-dimensional counterpart is stable and admissible, where the latter means that the direct feedthrough term is Schur stable. This result in particular implies that the stability is irrelevant of the length of the delay. However, it is strongly expected that convergence or divergence rate depends on the delay length and this is the motivation for the dominant pole analysis. In this paper, we show that one of the dominant poles of the neutral-type TDPS is real irrespective of the stability, and we derive closed-form formulas that relate the real dominant pole with the delay length for both stable and unstable neutral-type TDPSs.

  • Hz analysis of LTI systems via conversion to positive systems

    Yoshio Ebihara

    56th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2017  2017.11 

     More details

    Event date: 2017.9

    Language:English  

    Venue:Kanazawa   Country:Japan  

    Motivated by recent drastic advances in the study of linear-time invariant (ETI) positive systems, we explore analysis techniques of general, not necessarily positive ETI systems using positive system theory. Even though a positive system is characterized by its peculiar property that its impulse response is nonnegative, we often deal with nonnegative impulse responses even in general ETI system analysis. A typical example is the computation of the H2 norm where we focus on squared impulse responses. To deal with such products of impulse responses in a systematic fashion, in this paper, we first establish a construction technique of an ETI system whose impulse response is given by the product of impulse responses of two different ETI systems. Then, as the main result, we reduce the H2 norm computation problem of a general ETI system into the L-induced norm computation problem (or L1 problem in short) of a positive system, by which we can derive a closed-form formula for the H norm computation.

  • Reduction of SDPs in H control of SISO systems and performance limitations analysis

    Hayato Waki, Yoshio Ebihara, Noboru Sebe

    55th IEEE Conference on Decision and Control, CDC 2016  2016.12 

     More details

    Event date: 2016.12

    Language:English  

    Venue:Las Vegas   Country:United States  

    In SDP-based H control, we often encounter numerical difficulties when solving SDPs by various pieces of software. It is empirically known that such numerical difficulty occurs if an SDP at hand or its dual has no interior point feasible solutions, and this is indeed the case of some SDPs in H control. To conceive a way for getting around such numerical difficulties in a concrete problem setting, in this paper, we focus on the dual SDP for the H control problem of the transfer function (1 + PK)-1P and simplify it. More precisely, by actively using the information of unstable zeros (non-minimum phase zeros) of the plant P, we reduce the original dual SDP into a set of simplified SDPs each of which and its dual have interior point feasible solutions. In this way, we show by numerical experiments that reliable numerical computation can be done by SDP software. On the other hand, once we have obtained simplified SDPs, it becomes possible to further reduce them into the computation of maximum singular values of matrices determined by unstable zeros. In this way, if the number of unstable zeros is moderate, we can obtain analytical expressions of the best achievable H performance or its lower bounds in terms of the unstable zeros. Keywords: H control, SDP, numerical reliability, best achievable performance.

  • Dual LMI approach to H performance limitation analysis of sensitivity and complementary sensitivity functions

    Yoshio Ebihara, Hayato Waki, Noboru Sebe

    2016 IEEE Conference on Computer Aided Control System Design, CACSD 2016  2016.10 

     More details

    Event date: 2016.9

    Language:English  

    Venue:Buenos Aires   Country:Argentina  

    In this paper, we study a dual-LMI-based approach to H performance limitation analysis of SISO systems. The scope includes the analysis of the sensitivity function S = (1 + PK)-1 and the complementary sensitivity function T = (1 + PK)-1 PK where P and K stand for the plant and the controller, respectively. The H performance limitations for these transfer functions are well investigated, and exact closed-form performance bounds are already known for the cases where the plant has the sole unstable zero (i.e., non-minimum phase zero) of degree one or the sole unstable pole of degree one. The goal of this paper is to show that such exact bounds can be reproduced by a dual LMI approach. To this end, we study a Lagrange dual of the standard SDP that is usually used to design H optimal controllers by numerical computation. By characterizing the structure of dual feasible solutions in terms of unstable zeros and unstable poles of the plant, we clarify that we can construct an optimal solution for the dual SDP analytically. It follows that we obtain exact H performance bounds that are consistent with the known results.

  • Stability analysis of neutral type time-delay positive systems

    Yoshio Ebihara, Naoya Nishio, Tomomichi Hagiwara

    5th International Symposium on Positive Systems, POSTA 2016  2017.1 

     More details

    Event date: 2016.9

    Language:English  

    Venue:Rome   Country:Italy  

    This chapter is concerned with asymptotic stability analysis of neutral type time-delay positive systems (TDPSs). We focus on a neutral type TDPS represented by a feedback system constructed from a finite-dimensional LTI positive system and the pure delay, and give a necessary and sufficient condition for the stability. In the case where we deal with a retarded type TDPS, i.e., if the direct-feedthrough term of the finite-dimensional LTI positive system is zero, it is well known that the retarded type TDPS is stable if and only if its delay-free finite-dimensional counterpart is stable. In the case of neutral type TDPS, i.e., if the direct-feedthrough term is nonzero, however, we clarify that the neutral type TDPS is stable if and only if its delay-free finite-dimensional counterpart is stable and the direct-feedthrough term is Schur stable. Namely, we need additional condition on the direct-feedthrough term.

  • Dual LMI approach to H∞ performance limitations analysis of SISO systems with multiple unstable zeros and poles

    Yoshio Ebihara, Shogo Shintani, Tomomichi Hagiwara

    2016 American Control Conference, ACC 2016  2016.7 

     More details

    Event date: 2016.7

    Language:English  

    Venue:Boston   Country:United States  

    In this paper, we study a dual-LMI-based approach to H∞ performance limitations analysis of SISO systems with multiple (i.e., duplicated) unstable zeros and poles. The scope includes the analysis of the transfer functions M = (1+PK)-1 P, S = (1+PK)-1, and T = (1+PK)-1 PK where P and K stand for the plant and the controller, respectively. The latter two transfer functions are well investigated, and exact closed-form performance bounds are already known for the cases where the plant has the sole unstable zero of degree one or the sole unstable pole of degree one. However, such exact bounds are hardly available for the cases where the plant has multiple (i.e., duplicated) unstable zeros and poles. To obtain a lower bound of the best achievable H∞ performance for such involved cases, in this paper, we study a dual of the standard LMI that represents the existence of H∞ controllers achieving a prescribed H∞ performance level. By deriving a parametrization of dual feasible solutions and constructing a dual suboptimal solution analytically, we can readily obtain a lower bound of the best achievable H∞ performance.

  • Analysis and synthesis of delay interconnected positive systems with external inputs and formation control of moving objects

    Yoshio Ebihara

    54th IEEE Conference on Decision and Control, CDC 2015  2015.2 

     More details

    Event date: 2015.12

    Language:English  

    Venue:Osaka   Country:Japan  

    This paper is concerned with the analysis and synthesis of time-delay interconnected positive systems with external inputs. The interconnected system of interest is constructed from positive subsystems and a nonnegative interconnection matrix, where we assume delays on communications over subsystems. We first analyze the output behavior of the time-delay interconnected positive systems with step and ramp inputs. Then, we second show that the analysis results can be applied to leader-follower-type formation control of moving objects. More precisely, we show a linear-programming-based synthesis condition of the interconnection matrix to achieve a desired formation. We finally demonstrate the effectiveness of the synthesis technique by numerical simulation on time-headway control of a platoon of vehicles.

  • H∞ performance limitations analysis for SISO systems A dual LMI approach

    Yoshio Ebihara, Hayato Waki, Noboru Sebe

    54th IEEE Conference on Decision and Control, CDC 2015  2015.2 

     More details

    Event date: 2015.12

    Language:English  

    Venue:Osaka   Country:Japan  

    In a very recent study by the first author and his colleagues, a novel LMI-based approach has been proposed to the best achievable H∞ performance limitations analysis for continuous-time SISO systems. Denoting by P and K a plant and a controller, respectively, and assuming that the plant P has an unstable zero, it was shown that a lower bound of the best achievable H∞ performance with respect to the transfer function (1+PK)-1P can be given analytically in terms of the real part of the unstable zero and the first non-zero coefficient of the Taylor expansion of P around the unstable zero. The goal of this paper is to show that, if the plant P has no unstable zeros except for the sole real unstable zero of degree one, then the lower bound shown there is exact. The exactness proof relies on the detailed analysis on the Lagrange dual problem of the SDP characterizing H∞ optimal controllers. More precisely, we show that we can construct an optimal dual solution proving the exactness analytically in terms of the state-space matrices of the plant P and the unstable zero. This analytical expression of the dual optimal solution is also a main result of this study.

  • Analysis and synthesis of interconnected positive systems with external inputs

    Yoshio Ebihara, Taiki Matsumura, Tomomichi Hagiwara, Dimitri Peaucelle, Denis Arzelier

    8th IFAC Symposium on Robust Control Design, ROCOND 2015  2015.7 

     More details

    Event date: 2015.7

    Language:English  

    Venue:Bratislava   Country:Slovakia  

    In this paper, we deal with an interconnected system constructed from positive subsystems and a nonnegative interconnection matrix. In particular, motivated by leader-follower-type formation control of multi-agent systems, we concentrate our attention on the case where external inputs are applied to the interconnected system. By analyzing the steady-state output of the interconnected system with respect to step and ramp inputs, respectively, we derive synthesis conditions on the interconnection matrix to achieve formation-control-oriented design objectives. We finally illustrate the usefulness of theoretical results via numerical simulation on time-head way control of vehicle platoons.

  • Convergence rate analysis of delay interconnected positive systems under formation control

    Yoshio Ebihara

    10th Asian Control Conference, ASCC 2015  2015.9 

     More details

    Event date: 2015.5 - 2015.6

    Language:English  

    Venue:Kota Kinabalu   Country:Malaysia  

    This paper is concerned with the analysis of interconnected systems where positive subsystems are connected by a nonnegative interconnection matrix with communication delays. Recently, we have shown that, under mild assumptions on the positive subsystems and the interconnection matrix, the delay interconnected system has stable poles only except for a simple pole at the origin, and the output of the interconnected system converges to a scalar multiple of a prescribed positive vector. This result is effectively used for formation control of multi-agent systems with positive dynamics, where the desired formation is basically achieved irrespective of the length of the delays. However, the rate of convergence varies according to the length of the delays and hence quantitative evaluation of the convergence rate is an important issue. For the quantitative evaluation of the convergence rate, in this paper, we provide an efficient method for the computation of the lower bounds of the second largest real part of the (infinitely many) poles of the delay interconnected positive systems.

  • Persistence analysis of interconnected positive systems with communication delays

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    2014 53rd IEEE Annual Conference on Decision and Control, CDC 2014  2014.1 

     More details

    Event date: 2014.12

    Language:English  

    Venue:Los Angeles   Country:United States  

    This is a continuation of our preceding studies on the analysis of interconnected positive systems. Under mild conditions on positive subsystems and a nonnegative interconnection matrix, we showed that the state of the interconnected positive system converges to a positive scalar multiple of a prescribed positive vector. As a byproduct of this property, called persistence, it turned out that the output converges to the positive right eigenvector of the interconnection matrix. This result is effectively used in the formation control of multi-agent positive systems. The goal of this paper is to prove that the essential property of persistence is still preserved under arbitrary (time-invariant) communication delays. In the context of formation control, this preservation indicates that the desired formation is achieved robustly against communication delays, even though the resulting formation is scaled depending upon initial conditions for the state. From a mathematical point of view, the key issue is to prove that the delay interconnected positive system has stable poles only except for a pole of degree one at the origin, even though it has infinitely many poles in general. To this end, we develop frequency-domain (s-domain) analysis for delay interconnected positive systems.

  • Efficient convergence rate analysis of multi-agent positive systems under formation control

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    19th IFAC World Congress on International Federation of Automatic Control, IFAC 2014  2014.1 

     More details

    Event date: 2014.8

    Language:English  

    Venue:Cape Town   Country:South Africa  

    This paper addresses the formation control problem of multi-agent systems whose dynamics are all positive. Recently, as a byproduct of the analysis of interconnected positive systems, we have shown an effective way for designing a communication scheme (i.e., an interconnection matrix) over the positive agents so that a prescribed formation can be achieved. For the convergence rate analysis of such multi-agent positive systems under formation control, we propose an efficient algorithm to compute the dominant pole of interconnected positive systems by actively using the positive property of each agent. We illustrate by numerical examples that the proposed algorithm is definitely efficient particularly when the number of agents gets larger.

  • Robust stability analysis of discrete-time systems with parametric and switching uncertainties

    D. Peaucelle, Y. Ebihara

    19th IFAC World Congress on International Federation of Automatic Control, IFAC 2014  2014.1 

     More details

    Event date: 2014.8

    Language:English  

    Venue:Cape Town   Country:South Africa  

    Robust stability analysis is investigated for discrete-time linear systems with rational dependency with respect to polytopic type uncertainties. Two type of uncertainties are considered: constant parametric uncertainties and time-varying switching uncertainties. Results are in LMI formalism and proofs involve parameter-dependent, quadratic in the state, Lyapunov functions. The new proposed conditions are shown to extend and merge two important existing results. Conservatism reduction is tackled via a model augmentation technique. Numerical complexity is contained by exploiting the structure of the models with respect to the uncertainties.

  • LMI results for robust control design of observer-based controllers, the discrete-time case with polytopic uncertainties

    D. Peaucelle, Y. Ebihara

    19th IFAC World Congress on International Federation of Automatic Control, IFAC 2014  2014.1 

     More details

    Event date: 2014.8

    Language:English  

    Venue:Cape Town   Country:South Africa  

    Design of robust observers is considered in the context of linear discrete-time, time invariant systems. Robustness is achieved with respect to polytopic type uncertainties that affect the dynamics of the plant. At the difference with the uncertainty-free situation, state-feedback/observer separation principle does not hold. Therefore, the observer design has to take into account the state-feedback gain. Results are derived with linear matrix inequality formalism and involve up-to-date slack-variables approach. A numerical example illustrates the results. Limitations of the method are discussed and prospective work for improving these is exposed.

  • Dominant pole of positive systems with time-delays

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier, Frederic Gouaisbaut

    13th European Control Conference, ECC 2014  2014.7 

     More details

    Event date: 2014.6

    Language:English  

    Venue:Strasbourg   Country:France  

    This paper is concerned with the dominant pole analysis of asymptotically stable time-delay positive systems (TDPSs). It is known that a TDPS is asymptotically stable if and only if its corresponding delay-free system is asymptotically stable, and this property holds irrespective of the length of delays. However, convergence performance (decay rate) should degrade according to the increase of delays and this intuition motivates us to analyze the dominant pole of TDPSs. As a preliminary result, in this paper, we show that the dominant pole of a TDPS is always real. We also construct a bisection search algorithm for the dominant pole computation, which readily follows from recent results on α-exponential stability of asymptotically stable TDPSs. Then, we next characterize a lower bound of the dominant pole as an explicit function of delays. On the basis of the lower bound characterization, we finally show that the dominant pole of an asymptotically stable TDPS is affected by delays if and only if associated coefficient matrices satisfy eigenvalue-sensitivity condition to be defined in this paper. Moreover, we clarify that the dominant pole goes to zero (from negative side) as time-delay goes to infinity if and only if the coefficient matrices are eigenvalue-sensitive.

  • Analysis and synthesis of interconnected SISO positive systems with switching

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    52nd IEEE Conference on Decision and Control, CDC 2013  2013.1 

     More details

    Event date: 2013.12

    Language:English  

    Venue:Florence   Country:Italy  

    This paper addresses the analysis and synthesis of interconnected systems constructed from SISO positive subsystems and a nonnegative interconnection matrix. We focus on the case where the interconnection matrix switches over a finite set of given nonnegative matrices. By analyzing the existence of a first integral, we clarify a condition under which the state of the interconnected system, starting from any nonnegative initial state, becomes nonnegative and bounded under arbitrary switching. By extending this result, we establish a linearprogramming- based method to synthesize the interconnection matrices to achieve a switching formation control of multi-agent positive systems.

  • Stability and persistence analysis of large scale interconnected positive systems

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    2013 12th European Control Conference, ECC 2013  2013.12 

     More details

    Event date: 2013.7

    Language:English  

    Venue:Zurich   Country:Switzerland  

    This paper is concerned with the analysis of large-scale interconnected systems constructed from positive subsystems and a nonnegative interconnection matrix. We first show that the interconnected system is admissible and stable if and only if a Metzler matrix built from the coefficient matrices of the positive subsystems and the interconnection matrix is Hurwitz stable. By means of this key lemma, we further provide several results that characterize the admissibility and stability of interconnected systems in terms of the weighted L1-induced norm of each positive subsystem and the Frobenius eigenvalue of the interconnection matrix. Moreover, in the case where every subsystem is SISO, we provide explicit conditions under which the interconnected system has the property of persistence, i.e., the state of the interconnected system converges to a unique strictly positive vector (up to a strictly positive constant multiplicative factor) irrespective of nonnegative and nonzero initial states. We illustrate the effectiveness of the persistence results via formation control of multi-agent systems.

  • An efficient algorithm for transmitting power maximization of phased arrays including amplitude degradation

    Tomohiko Mitani, Shunji Tanaka, Yoshio Ebihara

    2013 21st International Symposium on Electromagnetic Theory, EMTS 2013  2013.9 

     More details

    Event date: 2013.5

    Language:English  

    Venue:Hiroshima   Country:Japan  

    An efficient algorithm was developed for transmitting power maximization of phased arrays including amplitude degradation. A large-scale phased array will be adopted as transmitting antenna of a solar power satellite project. The amplitude of each antenna element will be degraded at every phase shift due to long-term operation and failure of antenna units. This array problem is formulated as a discrete optimization problem, and decomposed into element-wise subproblems by utilizing the real rotation theorem. Then a polynomial-time algorithm to solve the problem numerically was constructed.

  • Decentralized control of interconnected positive systems using L 1-induced norm characterization

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    51st IEEE Conference on Decision and Control, CDC 2012  2012.12 

     More details

    Event date: 2012.12

    Language:English  

    Venue:Maui, HI   Country:United States  

    This study concerns decentralized control of interconnected positive systems. The main issue is how to design a controller for each subsystem locally so that positivity and stability of the overall interconnected system can be attained. Under a specific interconnection structure, we will show that such a controller can be designed optimally without any information about the rest of the positive subsystems. This achievement is based on our recent characterization of stability of interconnected positive systems in terms of the L1-induced norm of each subsystem, where the L1-induced norm is evaluated with positive weighting vectors that are coupled mutually over the subsystems. The key observation in this study is that, under the specific interconnection structure, we can decouple the L1-induced norm conditions completely. We thus reduce the original stabilization problem into a set of L1-induced norm optimal controller synthesis problems each of which can be solved indeed locally. In particular, the L1-induced norm optimal controller synthesis can be done efficiently by solving a semidefinite programming problem.

  • Robust H performance of periodic systems with memory New formulations, analysis and design results

    Jean Francois Tregouet, Denis Arzelier, Dimitri Peaucelle, Yoshio Ebihara, Christelle Pittet, Alexandre Falcoz

    51st IEEE Conference on Decision and Control, CDC 2012  2012.12 

     More details

    Event date: 2012.12

    Language:English  

    Venue:Maui, HI   Country:United States  

    This paper is devoted to H analysis and synthesis conditions of state-feedback periodic memory controllers, in the framework of periodic uncertain discrete-time systems. The proposed conditions are such that the user is allowed to freely add degrees-of-freedom to the control law which effectively reduces the conservatism of the synthesis condition and decreases the guaranteed H induced norm of the obtained uncertain closed-loop systems. Numerical examples show that for a particular structure of controllers the efficiency of the design theorem can be significantly enhanced by relaxing the structure of slack-variables.

  • Dual LMI approach to linear positive system analysis

    Yoshio Ebihara

    2012 12th International Conference on Control, Automation and Systems, ICCAS 2012  2012.12 

     More details

    Event date: 2012.10

    Language:English  

    Venue:Jeju   Country:Korea, Republic of  

    This paper is concerned with the dual-LMI-based analysis of linear positive systems. As the first contribution, we will show that the cerebrated Perron-Frobenius theorem can be proved concisely via a duality-based argument. On the other hand, in the second part of the paper, we extend the well-known result that a stable Metzler matrix admits a diagonal Lyapunov matrix as the solution of the Lyapunov inequality. More precisely, again via a duality-based argument, we will clarify a necessary and sufficient condition under which a stable Metzler matrix admits a diagonal Lyapunov matrix with some identical diagonal entries. This new result leads to an alternative proof for the recent result by Tanaka and Langbort on the existence of a diagonal Lyapunov matrix for the LMI characterizing the L2 gain of positive systems.

  • Optimal L1-controller synthesis for positive systems and its robustness properties

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    2012 American Control Conference, ACC 2012  2012.11 

     More details

    Event date: 2012.6

    Language:English  

    Venue:Montreal, QC   Country:Canada  

    In a recent study, we introduced an L1-induced norm (L 1 gain in short) as a performance index for linear time-invariant positive systems, where the L1-norm of the disturbance input and the performance output signals is evaluated with positive weighting vectors. Moreover, we showed that the L1 gain with the weighting vectors plays an essential role in stability analysis of interconnected positive systems. Aiming at extending this result for stabilization of interconnected positive systems, in this paper, we study L1-optimal feedback controller synthesis for positive systems with given weighing vectors. In particular, we will show that an L1-optimal state-feedback gain designed for a fixed positive system and a fixed pair of weighing vectors is robustly optimal against variations on the input matrix, the direct feedthrough matrix of the controlled positive system as well as variations on the weighting vector for the disturbance input signal. This property is of course promising for robust L1-optimal control of uncertain positive systems. We illustrate the robust optimality property by numerical examples.

  • Robust stability of periodic systems with memory New formulations, analysis and design results

    Jean François Trégouët, Yoshio Ebihara, Denis Arzelier, Dimitri Peaucelle, Christelle Pittet, Alexandre Falcoz

    7th IFAC Symposium on Robust Control Design, ROCOND'12  2012.9 

     More details

    Event date: 2012.6

    Language:English  

    Venue:Aalborg   Country:Denmark  

    In this paper, the general formulation of periodically time-varying state-feedback controllers with memory is considered for the first time. New analysis and synthesis conditions for robust stability are proposed. The exibility of these new results allows the user to freely add degrees-of-freedom to the control law which appears to effectively reduce the conservatism of the synthesis condition and to increase the stability domain of the closed-loop system in the presence of uncertainties. Furthermore, it is shown that for a particular structure of controllers a more efficient version of the design theorem can be derived by enriching the matrix of slack-variables.

  • L 1 gain analysis of linear positive systems and its application

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011  2011.12 

     More details

    Event date: 2011.12

    Language:English  

    Venue:Orlando, FL   Country:United States  

    In this paper, we focus on L 1 gain analysis problems of linear time-invariant continuous-time positive systems. A positive system is characterized by the strong property that its output is always nonnegative for any nonnegative input. Because of this peculiar property, it is natural to evaluate the magnitude of positive systems by the L 1 gain (i.e. the L 1 induced norm) in terms of the input and output signals. In contrast with the standard L 1 gain, in this paper, we are interested in L 1 gains with weightings on the input and output signals. It turns out that the L 1 gain with weightings plays an essential role in the stability analysis of interconnected positive systems. More precisely, as a main result of this paper, we show that an interconnected positive system is stable if and only if there exists a set of weighting vectors that renders the L 1 gain of each positive subsystem less than unity. As such, using a terminology in the literature, the weighting vectors work as 'separators,' and thus we establish solid separator-based conditions for the stability of interconnected positive systems. We finally illustrate that these separator-based conditions are effective particularly when we deal with robust stability analysis of positive systems against both L 1 gain bounded and parametric uncertainties.

  • Periodic H 2 synthesis for spacecraft attitude control with magnetorquers and reaction wheels

    Jean François Trégouët, Denis Arzelier, Dimitri Peaucelle, Yoshio Ebihara, Christelle Pittet, Alexandre Falcoz

    2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011  2011.12 

     More details

    Event date: 2011.12

    Language:English  

    Venue:Orlando, FL   Country:United States  

    Particularly attractive for small satellites, the use of magnetic torquers for attitude control is still a difficult problem. Indeed, equations are naturally time-varying and suffers from controllability issues. In this paper, a generic model, taking different kinds of pointing and different kinds of actuators into account, is proposed, linearized and then discretized. Recent studies demonstrate how combining magnetorquers and reaction wheels is attractive. Following this line, latest LMI synthesis techniques for static periodic controller are applied in this paper to the attitude control problem of a spacecraft equipped with both actuation systems. Simulation results are provided, showing the performance of the obtained control law.

  • Periodic FIR controller synthesis for discrete-time uncertain linear systems

    Jean François Trégouët, Denis Arzelier, Dimitri Peaucelle, Yoshio Ebihara, Christelle Pittet, Alexandre Falcoz

    2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011  2011.12 

     More details

    Event date: 2011.12

    Language:English  

    Venue:Orlando, FL   Country:United States  

    This paper is concerned with robust state-feedback controller synthesis for discrete-time linear periodic/time-invariant systems subject to polytopic-type parametric uncertainties. In recent studies, some of the authors conceived an LMI-based approach to periodically time-varying memory controller (PTVMC) synthesis and proved that this approach is indeed effective to get less conservative robust controller design procedures. However, since the peculiar controller structure requires to reset memory to zero in a periodic way, it is pointed out that the control performance depends on the timing of implementation. In this paper we tackle this issue and propose a reset-less state-feedback Periodic FIR Controller (PFIRC), which turns out to be suitable to improve robustness on periodic and time-invariant systems. Moreover, as a special case, a design condition is provided for FIR-type LTI controllers that robustly stabilize uncertain LTI systems. Numerical examples illustrate the efficiency of the proposed approaches.

  • Experimental study on one-dimensional phased array antenna including lossy digital phase shifters for transmitting power maximization

    Tomohiko Mitani, Shunji Tanaka, Yoshio Ebihara

    2011 30th URSI General Assembly and Scientific Symposium, URSIGASS 2011  2011.11 

     More details

    Event date: 2011.8

    Language:English  

    Venue:Istanbul   Country:Turkey  

    A large-scale phased array antenna will be adopted as a microwave power transmitter of solar power satellites. The objective of the present study is to maximize transmitting power of a large-scale phased array antenna including lossy digital phase shifters. In the present paper, we describe a newly developed algorithm for transmitting power maximization, and demonstration experiments of a one-dimensional 12-elements phased array antenna including 4-bit lossy digital phase shifters. We confirmed effectiveness of the developed algorithm through the demonstration experiments as well as numerical simulations.

  • Asymptotic exactness of dual LMI approach for robust performance analysis of uncertain LTI systems

    Yoshio Ebihara, Yusuke Matsuda, Tomomichi Hagiwara

    2010 49th IEEE Conference on Decision and Control, CDC 2010  2010.12 

     More details

    Event date: 2010.12

    Language:English  

    Venue:Atlanta, GA   Country:United States  

    In the preceding studies we proposed a dual LMI approach for robust performance analysis problems of LTI systems that are affected by parametric uncertainties. By starting from a dual LMI that characterizes a dissipation performance of uncertainty-free LTI systems, we showed that the robust dissipation performance analysis problem can be reduced into a feasibility problem of a polynomial matrix inequality (PMI). Moreover, by applying a linearization to the PMI, we derived an infinite sequence of LMI relaxation problems that allows us to reduce the relaxation gap gradually. Nevertheless, the asymptotic behaviour of this infinite sequence has been open, and this motivates us to study mutual relationship among the dual LMI approach and existing approaches. As the main result of this paper, we prove that our dual LMI approach corresponds to the dual of the polynomial parameter-dependent Lyapunov function approach with matrix sum-of-squares (SOS) relaxations, which is known to be asymptotically exact. Thus we clarify a close relationship between these two approaches that are seemingly very different. This relationship readily leads us to the desired conclusion that the proposed dual LMI approach is asymptotically exact as well.

  • Robust H2 control of uncertain discrete-time linear systems with periodically time-varying memory state-feedback

    Yoshio Ebihara

    2010 IEEE International Symposium on Computer-Aided Control System Design, CACSD 2010  2010.12 

     More details

    Event date: 2010.9

    Language:English  

    Venue:Yokohama   Country:Japan  

    This study is concerned with the synthesis of periodically time-varying memory state-feedback controllers (PTVMSFCs) for discrete-time linear systems. In our preceding studies, we have already established a solid theoretical basis for the LMI-based (robust) H-PTVMSFCs synthesis, and the goal of this paper is to extend those results to the H2 performance criterion. In the H2 case, the main difficulty stems from the fact that we have to ensure the existence of common auxiliary variables for multiple LMI conditions that are related to the Lyapunov inequality and inequalities for bounding traces that characterize the H2 norm. We can indeed overcome this difficulty and derive a necessary and sufficient LMI condition for the optimal H2-PTVMSFC synthesis. Based on this result, we also consider robust H2-PTVMSFC synthesis for polytopictype uncertain LTI systems.

  • Decentralized control for discrete-time LTI systems Lower bound analysis of H performance achievable via LTI controllers

    Yoshio Ebihara, Noboru Sebe

    2010 American Control Conference, ACC 2010  2010.10 

     More details

    Event date: 2010.6 - 2010.7

    Language:English  

    Venue:Baltimore, MD   Country:United States  

    This paper is concerned with the decentralized H controller synthesis problem for discrete-time linear time-invariant (LTI) systems. In spite of intensive research efforts over the last several decades, this problem is believed to be non-convex and still outstanding in general. Therefore most existing approaches resort to heuristic optimization algorithms that do not allow us to draw any definite conclusion on the quality of the designed controllers. To get around this difficult situation, in this paper, we propose convex optimization procedures for computing lower bounds of the H performance that is achievable via decentralized LTI controllers of any order. In particular, we show that sharpened lower bounds can be obtained by making good use of structures of the LTI plant typically observed in the decentralized control setting. We illustrate via numerical examples that these lower bounds are indeed useful to ensure the good quality of decentralized controllers designed by a heuristic optimization.

  • Gain-Scheduled state-feedback controllers using inexactly measured scheduling parameters H2 and H problems

    Masayuki Sato, Yoshio Ebihara, Dimitri Peaucelle

    2010 American Control Conference, ACC 2010  2010.10 

     More details

    Event date: 2010.6 - 2010.7

    Language:English  

    Venue:Baltimore, MD   Country:United States  

    In this note, we address two design problems for Linear Parameter-Varying (LPV) systems; Gain-Scheduled (GS) H2 state-feedback controller design and GS H state-feedback controller design. In sharp contrast to the methods in the literature, the scheduling parameters are supposed to be inexactly measured. The LPV systems are supposed to have polynomially parameter-dependent statespace matrices, and the controllers to be designed are supposed to be rationally parameter-dependent. Using a parametrically affine matrix, which is the inverse of Lyapunov variable, we give formulations for the design of GS H2 and H state-feedback controllers which are robust against the uncertainties in the measured scheduling parameters, in terms of parametrically affine Linear Matrix Inequalities (LMIs). As a special case, our methods include robust controller design using constant Lyapunov variables. Simple numerical examples are included to illustrate our results.

  • Constructing a sequence of relaxation problems for robustness analysis of uncertain LTI systems via dual LMIs

    Yusuke Matsuda, Yoshio Ebihara, Tomomichi Hagiwara

    48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009  2009.12 

     More details

    Event date: 2009.12

    Language:English  

    Venue:Shanghai   Country:China  

    This paper gives a new procedure for robustness analysis of linear time-invariant (LTI) systems whose state space coefficient matrices depend polynomially on multivariate uncertain parameters. By means of dual linear matrix inequalities (LMIs) that characterize performance of certain LTI systems, we firstly reduce these analysis problems into polynomial matrix inequality (PMI) problems. However, these PMI problems are non-convex and hence computationally intractable in general. To get around this difficulty, we construct a sequence of LMI relaxation problems via a simple idea of linearization. In addition, we derive a rank condition on the LMI solution under which the exactness of the analysis result is guaranteed. From the LMI solution satisfying the rank condition, we can easily extract the worst case parameters.

  • Further results on periodically time-varying memory state-feedback controller synthesis for discrete-time linear systems

    Yoshio Ebihara, Yuki Kuboyama, Tomomichi Hagiwara, Dimitri Peaucelle, Denis Arzelier

    48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009  2009.12 

     More details

    Event date: 2009.12

    Language:English  

    Venue:Shanghai   Country:China  

    In this paper, we enhance the quality of our preceding results on periodically time-varying memory state-feedback controller (PTVMSFC) synthesis for discrete-time linear periodic/time-invariant systems. We firstly revisit PTVMSFC synthesis for certain systems and derive a necessary and sufficient LMI condition for the existence of the desired H-PTVMSFCs. Based on these LMIs, we next consider robust H-PTVMSFC synthesis for polytopic-type uncertain systems and demonstrate that we can obtain less conservative results. We finally derive a test to verify that the designed PTVMSFC is "exact" in the sense that it attains the best achievable robust H performance. This exactness verification test works fine in practice, and we show via numerical examples that exact robust control is indeed possible via PTVMSFCs, even for those problems where the standard static state-feedback fails.

  • Robustness analysis of uncertain discrete-time linear systems based on system lifting and LMIs

    Yoshio Ebihara, D. Peaucelle, D. Arzelier

    ICROS-SICE International Joint Conference 2009, ICCAS-SICE 2009  2009.12 

     More details

    Event date: 2009.8

    Language:English  

    Venue:Fukuoka   Country:Japan  

    In this paper, we propose novel LMI conditions for the stability and l2 gain performance analysis of discretetime linear periodically time-varying (LPTV) systems. These LMIs are convex with respect to all of the coefficient matrices of the LPTV systems and this property is expected to be promising when dealing with several control system analysis and synthesis problems. For example, we can apply those LMIs straightforwadly to robust performance analysis problems of LPTV systems that are affected by polytopic-type uncertainties. Even though our approach for robust performance analysis is conservative in general, we can reduce the conservatism gradually by artificially regarding the original N -periodic system as pN -periodic and increasing p. In addition, thanks to the simple structure of the LMI conditions, we can readily derive a viable test to verify the exactness of the computation results.

  • An elementary proof for the exactness of (D,G) scaling

    Yoshio Ebihara

    2009 American Control Conference, ACC 2009  2009.11 

     More details

    Event date: 2009.6

    Language:English  

    Venue:St. Louis, MO   Country:United States  

    The goal of this paper is to provide an elementary proof for the exactness of the (D,G) scaling applied to the uncertainty structure with one repeated real scalar block and one full complex matrix block. The (D,G) scaling has vast application area around control theory, optimization and signal processing. This is because, by applying the (D,G) scaling, we can convert inequality conditions depending on an uncertain parameter to linear matrix inequalities (LMIs) in an exact fashion. However, its exactness proof is tough, and this stems from the fact that the proof requires an involved matrix formula in addition to the standard Lagrange duality theory. To streamline the proof, in the present paper, we clarify that the involved matrix formula is closely related to a norm preserving dilation under structural constraints. By providing an elementary proof for the norm preserving dilation, it follows that basic results such as Schur complement and congruence transformation in conjunction with the Lagrange duality theory are enough to complete a self-contained exactness proof.

  • Periodically time-varying dynamical controller synthesis for polytopic-type uncertain discrete-time linear systems

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    47th IEEE Conference on Decision and Control, CDC 2008  2008.12 

     More details

    Event date: 2008.12

    Language:English  

    Venue:Cancun   Country:Mexico  

    This is a continuation of our preceding study dealing with robust stabilizing controller synthesis for uncertain discrete-time linear periodic/time-invariant systems. In this preceding study, we dealt with the case where the underlying systems are affected by polytopic-type uncertainties and revealed a particular periodically time-varying dynamical controller (PTVDC) structure that allows LMI-based robust stabilizing controller synthesis. Based on these preliminary results, in this paper, we provide LMI conditions for robust H2 and H∞ PTVDC synthesis. One of the salient features of the proposed method is that we can reduce the conservatism and improve the control performance gradually by increasing the period of the controller to be designed. In addition, we prove rigorously that the proposed design method encompasses the well-known extended-LMI-based design methods as particular cases. Through numerical experiments, we illustrate that our design method is indeed effective to achieve less conservative results under both the periodic and time-invariant settings. keywords: Robust control, periodic systems, polytopic uncertainties, linear matrix inequalities.

  • Extracting worst case perturbations for robustness analysis of parameter-dependent LTI systems

    Yusuke Onishi, Yoshio Ebihara, Tomomichi Hagiwara

    17th World Congress, International Federation of Automatic Control, IFAC  2008.12 

     More details

    Event date: 2008.7

    Language:English  

    Venue:Seoul   Country:Korea, Republic of  

    In this paper, we deal with robust performance analysis problems of LTI systems depending on uncertain parameters. By following existing scaling-based approaches, we firstly derive computationally tractable parameter-independent LMI conditions to assess the robust performance, which are conservative in general. What makes the present approach novel is to take the dual of those LMIs so that we can conclude the exactness of the analysis results. More precisely, we clarify that if the computed dual solution satisfies a certain rank condition, then we can ensure that the robust performance is never attained. In particular, we can extract the worst case perturbation that violates the underlying performance. Thus we provide viable tests for the exactness verification of LMI-based robust performance analysis.

  • Robust H2 perfomance of discrete-time periodic systems LMIs with reduced dimensions

    Dimitri Peaucelle, Yoshio Ebihara, Denis Arzelier

    17th World Congress, International Federation of Automatic Control, IFAC  2008.12 

     More details

    Event date: 2008.7

    Language:English  

    Venue:Seoul   Country:Korea, Republic of  

    Recent papers in the field of LMI-based robust control have provided extensions of known results for linear time-invariant systems to the case of periodically time varying linear systems. These results, theoretically satisfactory because formulated in terms of optimization problems of polynomial complexity, may still have limited applications in practice because the number of variables and constraints is very large. The present paper proposes a new formulation of these results that allows to reduce the computational burden both by reducing the number of decision variables and the size of the constraints. Along with this numerical improvement, the paper produces a new modeling of periodic discrete-time systems in descriptor form that is believed promising for future research.

  • LMI-based periodically time-varying dynamical controller synthesis for discrete-time uncertain linea

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    17th World Congress, International Federation of Automatic Control, IFAC  2008.12 

     More details

    Event date: 2008.7

    Language:English  

    Venue:Seoul   Country:Korea, Republic of  

    In this paper, we propose a new LMI-based method for robust state-feedback controller synthesis of discrete-time linear periodic/time-invariant systems subject to polytopic uncertainties. In stark contrast with existing approaches that are confined to static controller synthesis, we explore dynamic controller synthesis and reveal a particular periodically time-varying dynamical controller structure that allows LMI-based synthesis. In particular, we prove rigorously that the proposed design method encompasses the well-known extended-LMI-based design methods as particular cases. Through numerical experiments, we demonstrate that the suggested design method is indeed effective to achieve less conservative results.

  • Robust performance analysis of uncertain LTI systems Dual LMI approach and verifications for exactness

    Yoshio Ebihara, Yusuke Onishi, Tomomichi Hagiwara

    46th IEEE Conference on Decision and Control 2007, CDC  2007.12 

     More details

    Event date: 2007.12

    Language:English  

    Venue:New Orleans, LA   Country:United States  

    This paper addresses robust performance analysis problems of LTI systems affected by real parametric uncertainties. These problems, known also as a special class of structured singular value computation problems, are inherently intractable (NP-hard problems). As such intensive research effort has been made to obtain computationally tractable and less conservative analysis conditions, where linear matrix inequality (LMI) plays an important role. Nevertheless, since LMI-based conditions are expected to be conservative in general, it is often the case that we cannot conclude anything directly if the LMI at hand turns out to be infeasible. This motivates us to consider the dual of the LMI and examine the structure of the dual solution, which does exist if the primal LMI is infeasible. By pursuing this direction, in this paper, we provide a rank condition on the dual solution matrix under which we can conclude that the underlying robust performance is never attained. In particular, a set of uncertain parameters that violates the specified performance can readily be obtained. The key idea to derive these results comes from simultaneous diagonalizability property of commuting diagonalizable matrices. The block-moment matrix structure of the dual variable plays an essential role to make good use of this property.

  • Further results on computing the distance to uncontrollability via LMIs

    Yoshio Ebihara, Tomomichi Hagiwara

    2007 American Control Conference, ACC  2007.12 

     More details

    Event date: 2007.7

    Language:English  

    Venue:New York, NY   Country:United States  

    This paper concerns the computation of the distance to uncontrollability (DTUC) of a given controllable pair A ∈ Cn×n and B ∈ Cn×m. This problem can be regarded as a special case of the structured singular value computation problems and motivated from this fact, in our preceding work, we derived an semidefinite program (SDP) to compute the lower bounds of the DTUC. In the first part of this paper, we show via convex duality theory that the lower bounds can be computed by solving a very concise dual SDP. In particular, this dual SDP enables us to derive a rank condition on the dual variable under which the computed lower bound coincides with the exact DTUC. This rank condition is surely effective in practice, and we will show thorough numerical examples that we can obtain exactness certificate even for those problems where the common rank-one exactness principle fails. On the other hand, in the second part of the present paper, we consider the problem to compute the similarity transformation matrix T that maximizes the lower bound of the DTUC of (T-1AT,T-1B). Based on the SDP for the lower bounds computation, we clarify that this problem can be reduced to generalized eigenvalue problem and thus solved efficiently. In view of the correlation between the DTUC and the numerical difficulties of the associated pole placement problem, this computation of the similarity transformation matrix would lead to an effective and efficient conditioning of the pole placement problem for the pair (A, B).

  • Computing the distance to uncontrollability via LMIs Lower and upper bounds computation and exactness verification

    Yoshio Ebihara, Tomomichi Hagiwara

    45th IEEE Conference on Decision and Control 2006, CDC  2006.12 

     More details

    Event date: 2006.12

    Language:English  

    Venue:San Diego, CA   Country:United States  

    In this paper, we consider the problem to compute the distance to uncontrollability of a given controllable pair A ∈ Cn×n and B ∈ Cn×m. It is known that this problem is equivalent to computing the minimum of the smallest singular value of [A - zI B] over z ∈ C. With this fact, Gu proposed an algorithm that correctly estimates the distance at a computation cost ο(n6). On the other hand, in the community of control theory, remarkable advances have been made on the techniques to deal with parametrized linear matrix inequalities (LMIs) as well as the analysis of positive polynomials. This motivates us to explore an alternative LMI-based algorithm and shed more insight on the problem to estimate the distance to uncontrollability. In fact, this paper shows that we can establish an effective method to compute a lower bound of the distance by simply applying the existing techniques to solve parametrized LMIs. To obtain an upper bound, on the other hand, we analyze in detail the solutions resulting from the LMI optimization carried out to compute the lower bound. This enables us to estimate the location of the local, but potentially global optimizer z* ∈ C in a reasonable fashion. We thus provide a novel technique to obtain an upper bound of the distance by evaluating the smallest singular value on the estimated optimizer z*. It turns out that the lower and upper bounds are very close in all tested numerical examples. We finally derive an algebraic condition under which the exactness of the suggested computation method of the lower bound can be ensured, based on the convex duality theory. Furthermore, we show that the suggested computation method of the upper bound is closely related to the obtained algebraic condition for the exactness verification.

  • Robust H2 performance analysis of uncertain lti systems via polynomially parameter-dependent Lyapunov functions

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier, Tomomichi Hagiwara

    5th IFAC Symposium on Robust Control Design, ROCOND'06  2006.12 

     More details

    Event date: 2006.7

    Language:English  

    Venue:Toulouse   Country:France  

    In this paper, we address the robust H2 performance analysis problems of linear time-invariant polytopic-type uncertain systems. To obtain numerically verifiable and less conservative analysis conditions, we employ polynomially parameter-dependent Lyapunov functions (PPDLFs) to assess the robust H2 performance and give a sufficient condition for the existence of such PPDLFs in terms of finitely many linear matrix inequalities (LMIs). The resulting LMI conditions turn out to be a natural extension of those known as extended or dilated LMIs in the literature, where the PDLFs employed were restricted to those depending affinely on the uncertain parameters. It is shown that, by increasing the degree of PPDLFs, we can obtain more accurate (no more conservative) analysis results at the expense of increased computational burden. Exactness of the proposed analysis conditions as well as their computational complexity will be examined through numerical experiments.

  • Exact stability analysis of 2-D systems using LMIs

    Yoshio Ebihara, Yoshimichi Ito, Tomomichi Hagiwara

    2004 43rd IEEE Conference on Decision and Control (CDC)  2004.12 

     More details

    Event date: 2004.12

    Language:English  

    Venue:Nassau   Country:Bahamas  

    In this paper, we propose necessary and sufficient conditions for asymptotic stability analysis of 2-D systems in terms linear matrix inequalities (LMIs). By introducing a guardian map for the set of Schur stable complex matrices, we first reduce the stability analysis problems into nonsingularity analysis problems of parameter-dependent complex matrices. Then, by means of the discrete-time positive real lemma and the generalized S-procedure, we derive LMI-based conditions to verify the asymptotic stability in an exact (i.e., nonconservative) fashion. It turns out that we can reduce the size of LMIs by employing the generalized S-procedure.

  • Generalized S-procedure for inequality conditions on one-vector-lossless sets and linear system analysis

    Yoshio Ebihara, Katsutoshi Maeda, Tomomichi Hagiwara

    2004 43rd IEEE Conference on Decision and Control (CDC)  2004.12 

     More details

    Event date: 2004.12

    Language:English  

    Venue:Nassau   Country:Bahamas  

    The generalized S-procedure, introduced by Iwasaki et al., has proved to be very useful for robustness analysis and synthesis of control systems. This procedure provides a nonconservative way to convert inequality conditions on lossless sets into numerically verifiable conditions represented by linear matrix inequalities (LMIs). In this paper, we introduce a new notion, one-vector-lossless sets, and propose a generalized S-procedure to reduce inequality conditions on one-vector-lossless sets into LMIs without any conservatism. By means of the proposed generalized S-procedure, we can examine various properties of matrix-valued functions over some regions on the complex plane. To illustrate the usefulness, we show that full rank property analysis problems of polynomial matrices over some specific regions on the complex plane can be reduced into LMI feasibility problems. It turns out that many existing results such as Lyapunov's inequalities for stability analysis of linear systems and LMIs for state-feedback controller synthesis can be viewed as particular cases of this result.

  • On model reduction using LMI's

    Yoshio Ebihara, Tomomichi Hagiwara

    Proceedings of the 2004 American Control Conference (AAC)  2004.11 

     More details

    Event date: 2004.6 - 2004.7

    Language:English  

    Venue:Boston, MA   Country:United States  

    In this paper, we deal with the problem of approximating a given n-th order LTI system G by an r-th order system Gr where r < n. It is shown that lower bounds of the H∞ norm of the associated error system can be analyzed by using LMI-related techniques. These lower bounds are given in terms of the Hankel singular values of the system G and coincide with those obtained in the previous studies where the analysis of the Hankel operators plays a central role. Thus, this paper provides an alternative proof for those lower bounds via simple algebraic manipulations related to LMI's. Moreover, when we reduce the system order by the multiplicity of the smallest Hankel singular value, we show that the problem is essentially convex and the optimal reduced-order models can be constructed via LMI optimization.

  • Structured Controller Synthesis Using LMI and Alternating Projection Method

    Yoshio Ebihara, Tomomichi Hagiwara

    42nd IEEE Conference on Decision and Control  2003.12 

     More details

    Event date: 2003.12

    Language:English  

    Venue:Maui, HI   Country:United States  

    In this paper, we propose new LMI-based conditions to design output-feedback controllers under structural constraints. The conditions are given in terms of LMI's with rank constraints and we solve them by means of the alternating projection algorithm. Even though the algorithm does not ensure global convergence, extensive numerical experiments demonstrate that the proposed design method is promising in designing structured and/or multiobjective controllers, provided that the dimension of the closed-loop systems is not excessively large.

  • A dilated LMI approach to continuous-time gain-scheduled controller synthesis with parameter-dependent Lyapunov variables

    Yoshio Ebihara, Kazuki Tomioka, Tomomichi Hagiwara

    4th IFAC Symposium on Robust Control Design, ROCOND 2003  2003.1 

     More details

    Event date: 2003.6

    Language:English  

    Venue:Milan,   Country:Italy  

    This paper is concerned with the gain-scheduled controller synthesis for linear parameter varying (LPV) systems. In the case where the state space matrices of the system depend afrinely on the time-varying parameters, the standard linear matrix inequalities (LMI's) are helpful in dealing with such problems provided that we accept the notion of quadratic stability. However, in the case of rational parameter dependence, the standard LMI's carry some deficiency and do not lead to numerically tractable conditions in a straightforward fashion. This paper clarifies that recently developed dilated LMI's are effective in overcoming the difficulties and deriving numerically tractable conditions The dilated LMI's enable us also to employ parameterdependent Lyapunov variables to achieve control objectives, which are known to be promising to alleviate the conservatism stemming from a quadratic (parameter-independent) Lyapunov variable.

  • A Dilated LMI Approach to Robust Performance Analysis of Linear Time-Invariant Uncertain Systems

    Yoshio Ebihara, Tomomichi Hagiwara

    2003 American Control Conference  2003.11 

     More details

    Event date: 2003.6

    Language:English  

    Venue:Denver, CO   Country:United States  

    This paper studies LMI-based robust performance analysis of linear time-invariant systems depending on uncertain parameters. In the case where the coefficient matrices of the system are affine with respect to the uncertain parameters, the standard LMI's are helpful in dealing with such analysis problems provided that we accept the notion of quadratic stability. On the other hand, in the case of rational parameter dependence, the standard LMI's carry some deficiency and thus we need another effort to derive numerically tractable conditions. This paper shows that recently developed dilated LMI's are effective in attacking such robust performance analysis problems. Indeed, applying dilated LMI's leads directly to numerically tractable conditions regardless of the form of the dependence on uncertain parameters. In addition, dilated LMI's enable us to employ parameter-dependent Lyapunov variables to test robust performance, which are known to be quite effective to alleviate the conservatism resulting from a quadratic (parameter-independent) Lyapunov variable.

  • Robust controller synthesis with parameter-dependent Lyapunov variables A dilated LMI approach

    Yoshio Ebihara, Tomomichi Hagiwara

    41st IEEE Conference on Decision and Control  2002.12 

     More details

    Event date: 2002.12

    Language:English  

    Venue:Las Vegas, NV   Country:United States  

    This paper enhances our previous results on dilated LMI's so that we can address robust controller synthesis problems for continuous-time LTI systems subject to real polytopic uncertainties. The replacement of a constant scalar involved in the previous dilated LMI's by an adjustable parameter is the key to accomplish this extension. The particular form of the extension enables the use of parameter-dependent Lyapunov variables in such a sound way that an advantage of the dilated LMI approach is ensured explicitly in attacking such robust controller synthesis problems. Namely, the dilated LMI approach is shown to achieve better (no worse) results than the conventional one which is restricted to parameter-independent Lyapunov variables, provided that the adjustable parameter is taken to meet a certain simple condition.

  • New dilated LMI characterizations for continuous-time control design and robust multiobjective control

    Yoshio Ebihara, Tomomichi Hagiwara

    2002 American Control Conference  2002.1 

     More details

    Event date: 2002.5

    Language:English  

    Venue:Anchorage, AK   Country:United States  

    It has been recognized recently that the dilation of the LMI characterizations has new potentials in dealing with such involved problems as multiobjective control, robust performance analysis or synthesis for real polytopic uncertainty and so on. Contrary to the success in this direction in the discrete-time setting, analogous characterizations in the continuous-time setting are still open and challenging. The main contribution of this paper is to propose a general procedure to construct such dilated LMI characterizations for continuous-time control design. Because of our particular procedure, the dilated LMI characterizations are proved to have some very nice and interesting features that are to some extent analogous to the ones already obtained in the discrete-time setting.

  • Multiobjective state-feedback-control design with non-common LMI solutions Change of variables via affine functions

    Y. Ebihara, T. Hagiwara, T. Shimomura

    2001 American Control Conference  2001.1 

     More details

    Event date: 2001.6

    Language:English  

    Venue:Arlington, VA   Country:United States  

    This paper presents a new approach with non-common linear matrix inequality (LMI) solutions to the multiobjective state-feedback control design problem. A conventional approach is adopting common LMI solutions to avoid a difficulty of non-convex constraints at the sacrifice of conservatism. To get around the conservatism, in this paper, we perform a standard procedure called change of variables and represent the resulting variables as a set of affine functions of new variables. These affine functions are such that they satisfy the non-convex constraints regardless of the new variables. With these affine functions, we readily derive a set of LMI conditions that allow non-common LMI solutions.

  • Sequential tuning methods of LQ/LQI controllers for multivariable systems and their application to hot strip mills

    Yoshio Ebihara, Tomomichi Hagiwara, Mituhiko Araki

    The 38th IEEE Conference on Decision and Control (CDC)  1999.12 

     More details

    Event date: 1999.12

    Language:English  

    Venue:Phoenix, AZ, USA   Country:Other  

    In this study, we propose such sequential tuning methods of multivariable optimal regulators that can be applied to the tuning of control systems under operation. We apply one of these methods to the tuning of LQI servo systems, and carry out the simulation study of the control of a hot strip mill to illustrate the tuning law and show its effectiveness.

  • Robust D-stability analysis of uncertain polynomial matrices via polynomial-type multipliers

    Yoshio Ebihara, Katsutoshi Maeda, Tomomichi Hagiwara

    2005.1 

     More details

    Language:English  

    Country:Other  

    This paper addresses robust D-stability analysis problems of uncertain polynomial matrices. The underlying idea we follow is that a given polynomial matrix is D-stable if and only if there exist polynomial-type multipliers that render the resulting polynomial matrices to be strictly positive over a specific region on the complex plane. By applying the generalized S-procedure technique, we show that those positivity analysis problems can be reduced into feasibility tests of linear matrix inequalities (LMIs). Thus we can obtain varieties of LMI conditions for (robust) D-stability analysis of polynomial matrices according to the degree/structure of the multipliers to be employed. in particular, we show that existing LMI conditions for robust D-stability analysis can be viewed as particular cases of the proposed conditions, where the degree of the multipliers chosen to be the same as those of the polynomial matrices to be examined. It turns out that, by increasing the degree of the multipliers, we can readily obtain less conservative LMI conditions than the one found in the literature.

  • 2DOF control system design for maneuverability matching and gust disturbance rejection in in-flight simulator MuPAL-α

    Yoshio Ebihara, Yoshinori Fujiwara, Tomomichi Hagiwara, Masayuki Sato

    2010.1 

     More details

    Language:English  

    Country:Other  

    Multipurpose aviation laboratory-α (MuPAL-α) is an experimental aircraft developed by the Japan aerospace exploration agency (JAXA). Its one of the most important functions is to realize in-flight simulation, i.e., to simulate maneuverability of other aircraft via practical flight experiments. To achieve the desired maneuverability matching under model uncertainty and gust disturbance, in this paper, we construct reference feedforward type 2DOF (RFF-2DOF) control system. We will show via numerical simulation that satisfactory results are obtained by constructing RFF-2DOF control system.

  • Some conditions for convexifying static H control problems

    Yoshio Ebihara, Dimitri Peaucelle, Denis Arzelier

    2011.1 

     More details

    Language:English  

    Country:Other  

    In this paper, we show that a set of static controllers satisfying a certain level of H performance becomes convex when the underlying generalized plant satisfy several structural conditions. More precisely, we characterize such static H controllers by an LMI with the controller parameters being kept directly as decision variables. The conditions on the generalized plant are not too strict as illustrated by the fact that a sort of mixed sensitivity problems indeed satisfies these conditions. In addition, for the generalized plant of interest, we prove that full-order dynamical H controllers can be characterized by an LMI with simple change of variables. In stark contrast to known LMI formulations, the change of variables does not involve coefficient matrices of the generalized plant. This property is promising when dealing with a whole variety of robust control problems. As an illustration, the real μ synthesis problem is discussed.

▼display all

MISC

▼display all

Professional Memberships

  • 計測自動制御学会

  • システム制御情報学会

  • IEEE

  • The Iron and Steel Institute of Japan

Committee Memberships

  • 自動制御協議会   Executive   Domestic

    2024.4 - 2026.3   

  • 計測自動制御学会   制御部門制御理論部会副主査   Domestic

    2024.1 - 2024.12   

  • システム制御情報学会   代議員   Domestic

    2022.4 - 2025.3   

  • IEEE Control Systems Society   Executive   Foreign country

    2022.1 - 2024.12   

  • 計測自動制御学会   Executive   Domestic

    2020.2 - 2022.1   

Academic Activities

  • IPC Co-Chair International contribution

    2023 IFAC World Congress  ( Japan ) 2023.7

     More details

    Type:Competition, symposium, etc. 

  • EUCA Conference Editorial Board International contribution

    2023.7 - 2024.7

     More details

    Type:Academic society, research group, etc. 

  • General Chair International contribution

    2022 IFAC Symposium on Robust Control Design  ( Japan ) 2022.8 - 2020.9

     More details

    Type:Competition, symposium, etc. 

  • IEEE CSS Conference Editorial Board Member International contribution

    2020.7 - 2024.12

     More details

    Type:Academic society, research group, etc. 

  • Screening of academic papers

    Role(s): Peer review

    2019

     More details

    Type:Peer review 

    Number of peer-reviewed articles in foreign language journals:5

    Number of peer-reviewed articles in Japanese journals:2

    Proceedings of International Conference Number of peer-reviewed papers:5

Research Projects

  • オフグリッドにおける発電・蓄電計画最適化に向けた研究

    2023.10 - 2024.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • AI技術の品質保証に関する研究

    2023.4 - 2024.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • オフグリッドにおける発電・蓄電計画最適化に向けた研究

    2022.4 - 2023.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • AIを活用したCAE技術最適化

    2022.4 - 2023.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • Stability Analysis and Optimal Synthesis of Recurrent Neural Networks by Conic Programming

    Grant number:23K20949  2021.4 - 2026.3

    Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

    蛯原 義雄, 脇 隼人

      More details

    Grant type:Scientific research funding

    時系列解析や自然言語処理の分野で,再帰型ニューラルネットワーク(Recurrent Neural Network, RNN)の有効性が広く認識されている.RNNの最大の特徴はフィードバック機構を有することであり,この機構のおかげでRNNはダイナミカルシステムの振る舞いを模擬できる.しかしながらこのフィードバック機構の存在により,重みや活性化関数の選定によってはRNNの振る舞いが不安定化する.そこで本研究では,制御理論および最適化理論に基づいた,RNNの安定性解析手法の確立を目指す.すなわち,RNNの安定性を判別する問題を凸可解問題に帰着させ,その可解性によって安定判別を行う手法を確立する.

    CiNii Research

  • オフグリッドにおける発電・蓄電計画最適化に向けた研究

    2021.4 - 2022.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • AIを活用したCAE技術最適化

    2021.4 - 2022.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • 錐計画に基づく再帰型ニューラルネットワークの安定性解析と最適設計 International coauthorship

    2021.4

      More details

    Authorship:Principal investigator 

  • 錐計画に基づく再帰型ニューラルネットワークの安定性解析と最適設計

    Grant number:21H01354  2021 - 2025

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

      More details

    Authorship:Principal investigator  Grant type:Scientific research funding

  • オフグリッドにおける発電・蓄電計画最適化に向けた研究

    2020.4 - 2021.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • AIを活用したCAE技術最適化

    2020.4 - 2021.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • 悪条件錐線形計画問題の理論とアルゴリズム

    2020.4

      More details

    Authorship:Coinvestigator(s) 

  • 悪条件錐線形計画問題の理論とアルゴリズム

    2020 - 2023

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

      More details

    Authorship:Coinvestigator(s)  Grant type:Scientific research funding

  • オフグリッドにおける発電・蓄電計画最適化に向けた研究

    2019.4 - 2020.3

    Joint research

      More details

    Authorship:Principal investigator  Grant type:Other funds from industry-academia collaboration

  • 制御工学研究者と応用数学研究者の連携による革新的制御理論構築

    2017 - 2020

    豊田理化学研究所特定課題研究

      More details

    Authorship:Principal investigator  Grant type:Contract research

  • 錐計画に基づく非負システムの制御理論構築

    Grant number:18K04200 

    蛯原 義雄

      More details

    Grant type:Scientific research funding

    本研究では,錐計画に基づいた線形非負システムの解析・設計理論の先鋭化を目的とした.一般の(非負とは限らない)線形システムの解析を行う上では,半正定値行列で構成される錐上の最適化問題である半正定値計画が有効であることがよく知られている.しかしながら,非負システムの解析を行う上では,その非負性から,共正値行列で構成される錐上の最適化問題である共正値計画を採用するほうが自然であると考えられる.本研究ではこのような観点からおもに共正値計画に基づく非負システムの解析条件・設計条件を導出した.

    CiNii Research

▼display all

Educational Activities

  • システム制御理論,最適化理論に関する教育に従事.

Class subject

  • Control System Synthesis Using Convex Optimization II

    2023.12 - 2024.2   Winter quarter

  • 凸最適化に基づく制御系設計理論Ⅱ

    2023.12 - 2024.2   Winter quarter

  • 制御工学AⅡ

    2023.12 - 2024.2   Winter quarter

  • 電気電子工学演示Ⅱ

    2023.10 - 2024.3   Second semester

  • 電気電子工学読解Ⅱ

    2023.10 - 2024.3   Second semester

  • (後期)制御工学Ⅰ

    2023.10 - 2024.3   Second semester

  • Control System Synthesis Using Convex Optimization I

    2023.10 - 2023.12   Fall quarter

  • 凸最適化に基づく制御系設計理論Ⅰ

    2023.10 - 2023.12   Fall quarter

  • 制御工学AⅠ

    2023.10 - 2023.12   Fall quarter

  • 制御工学AⅣ

    2023.6 - 2023.8   Summer quarter

  • 制御工学ⅡB

    2023.6 - 2023.8   Summer quarter

  • Advanced Research in Electrical and Electronic Eng II

    2023.4 - 2024.3   Full year

  • Advanced Research in Electrical and Electronic Engineering I

    2023.4 - 2024.3   Full year

  • Advanced Seminar in Electrical and Electronic Engineering

    2023.4 - 2024.3   Full year

  • 電気電子工学特別研究Ⅱ

    2023.4 - 2024.3   Full year

  • 電気電子工学特別研究Ⅰ

    2023.4 - 2024.3   Full year

  • 電気電子工学特別演習

    2023.4 - 2024.3   Full year

  • Advanced Research in Control Systems

    2023.4 - 2024.3   Full year

  • 制御システム特別講究

    2023.4 - 2024.3   Full year

  • 電気電子工学読解Ⅰ

    2023.4 - 2023.9   First semester

  • 電気電子工学演示Ⅰ

    2023.4 - 2023.9   First semester

  • 制御工学ⅡA

    2023.4 - 2023.6   Spring quarter

  • 制御工学AⅢ

    2023.4 - 2023.6   Spring quarter

  • Control System Synthesis Using Convex Optimization II

    2022.12 - 2023.2   Winter quarter

  • 制御工学AⅡ

    2022.12 - 2023.2   Winter quarter

  • 凸最適化に基づく制御系設計理論Ⅱ

    2022.12 - 2023.2   Winter quarter

  • (後期)制御工学Ⅰ

    2022.10 - 2023.3   Second semester

  • 凸最適化に基づく制御系設計理論

    2022.10 - 2023.3   Second semester

  • 電気電子工学読解Ⅱ

    2022.10 - 2023.3   Second semester

  • 電気電子工学演示Ⅱ

    2022.10 - 2023.3   Second semester

  • Control System Synthesis Using Convex Optimization

    2022.10 - 2023.3   Second semester

  • Control System Synthesis Using Convex Optimization I

    2022.10 - 2022.12   Fall quarter

  • 制御工学AⅠ

    2022.10 - 2022.12   Fall quarter

  • 凸最適化に基づく制御系設計理論Ⅰ

    2022.10 - 2022.12   Fall quarter

  • 基幹教育セミナー

    2022.6 - 2022.8   Summer quarter

  • 基幹教育セミナー

    2022.6 - 2022.8   Summer quarter

  • Advanced Seminar in Electrical and Electronic Engineering

    2022.4 - 2023.3   Full year

  • 国際演示技法

    2022.4 - 2023.3   Full year

  • 知的財産技法

    2022.4 - 2023.3   Full year

  • ティーチング演習

    2022.4 - 2023.3   Full year

  • 先端プロジェクト管理技法

    2022.4 - 2023.3   Full year

  • Scientific English Presentation

    2022.4 - 2023.3   Full year

  • Intellectual Property Management

    2022.4 - 2023.3   Full year

  • Exercise in Teaching

    2022.4 - 2023.3   Full year

  • Advanced Project Management Technique

    2022.4 - 2023.3   Full year

  • 電気電子工学特別演習

    2022.4 - 2023.3   Full year

  • 電気電子工学特別講究第一

    2022.4 - 2023.3   Full year

  • 電気電子工学特別講究第二

    2022.4 - 2023.3   Full year

  • Advanced Research in Electrical and Electronic Engineering I

    2022.4 - 2023.3   Full year

  • Adv Res in Electrical and Electronic Engineering II

    2022.4 - 2023.3   Full year

  • 工学概論(Ⅰ群)

    2022.4 - 2022.9   First semester

  • 電気電子工学読解Ⅰ

    2022.4 - 2022.9   First semester

  • 電気電子工学演示Ⅰ

    2022.4 - 2022.9   First semester

  • 電気電子工学演示Ⅰ

    2022.4 - 2022.9   First semester

  • 工学概論(Ⅰ群)

    2022.4 - 2022.9   First semester

  • 電気電子工学読解Ⅰ

    2022.4 - 2022.9   First semester

  • Control System Synthesis Using Convex Optimization II

    2021.12 - 2022.2   Winter quarter

  • 凸最適化に基づく制御系設計理論Ⅱ

    2021.12 - 2022.2   Winter quarter

  • Control System Synthesis Using Convex Optimization II

    2021.12 - 2022.2   Winter quarter

  • 凸最適化に基づく制御系設計理論Ⅱ

    2021.12 - 2022.2   Winter quarter

  • Control System Synthesis Using Convex Optimization

    2021.10 - 2022.3   Second semester

  • 回路理論Ⅲ(A)

    2021.10 - 2022.3   Second semester

  • データサイエンス序論(Ⅵ群)

    2021.10 - 2022.3   Second semester

  • 凸最適化に基づく制御系設計理論

    2021.10 - 2022.3   Second semester

  • 電気電子工学読解Ⅱ

    2021.10 - 2022.3   Second semester

  • Control System Synthesis Using Convex Optimization

    2021.10 - 2022.3   Second semester

  • 回路理論Ⅲ(A)

    2021.10 - 2022.3   Second semester

  • データサイエンス序論(Ⅵ群)

    2021.10 - 2022.3   Second semester

  • 凸最適化に基づく制御系設計理論

    2021.10 - 2022.3   Second semester

  • 電気電子工学読解Ⅱ

    2021.10 - 2022.3   Second semester

  • Control System Synthesis Using Convex Optimization I

    2021.10 - 2021.12   Fall quarter

  • 凸最適化に基づく制御系設計理論Ⅰ

    2021.10 - 2021.12   Fall quarter

  • Control System Synthesis Using Convex Optimization I

    2021.10 - 2021.12   Fall quarter

  • 凸最適化に基づく制御系設計理論Ⅰ

    2021.10 - 2021.12   Fall quarter

  • 基幹教育セミナー

    2021.6 - 2021.8   Summer quarter

  • 基幹教育セミナー

    2021.6 - 2021.8   Summer quarter

  • Advanced Seminar in Electrical and Electronic Engineering

    2021.4 - 2022.3   Full year

  • 国際演示技法

    2021.4 - 2022.3   Full year

  • 知的財産技法

    2021.4 - 2022.3   Full year

  • ティーチング演習

    2021.4 - 2022.3   Full year

  • 先端プロジェクト管理技法

    2021.4 - 2022.3   Full year

  • Scientific English Presentation

    2021.4 - 2022.3   Full year

  • Intellectual Property Management

    2021.4 - 2022.3   Full year

  • Exercise in Teaching

    2021.4 - 2022.3   Full year

  • Advanced Project Management Technique

    2021.4 - 2022.3   Full year

  • 電気電子工学特別演習

    2021.4 - 2022.3   Full year

  • 電気電子工学特別講究第一

    2021.4 - 2022.3   Full year

  • 電気電子工学特別講究第二

    2021.4 - 2022.3   Full year

  • Advanced Research in Electrical and Electronic Engineering I

    2021.4 - 2022.3   Full year

  • Adv Res in Electrical and Electronic Engineering II

    2021.4 - 2022.3   Full year

  • Advanced Seminar in Electrical and Electronic Engineering

    2021.4 - 2022.3   Full year

  • 国際演示技法

    2021.4 - 2022.3   Full year

  • 知的財産技法

    2021.4 - 2022.3   Full year

  • ティーチング演習

    2021.4 - 2022.3   Full year

  • 先端プロジェクト管理技法

    2021.4 - 2022.3   Full year

  • Scientific English Presentation

    2021.4 - 2022.3   Full year

  • Intellectual Property Management

    2021.4 - 2022.3   Full year

  • Exercise in Teaching

    2021.4 - 2022.3   Full year

  • Advanced Project Management Technique

    2021.4 - 2022.3   Full year

  • 電気電子工学特別演習

    2021.4 - 2022.3   Full year

  • 電気電子工学特別講究第一

    2021.4 - 2022.3   Full year

  • 電気電子工学特別講究第二

    2021.4 - 2022.3   Full year

  • Advanced Research in Electrical and Electronic Engineering I

    2021.4 - 2022.3   Full year

  • Adv Res in Electrical and Electronic Engineering II

    2021.4 - 2022.3   Full year

  • [M2]電気電子工学演習第三

    2021.4 - 2021.9   First semester

  • 電気電子工学読解Ⅰ

    2021.4 - 2021.9   First semester

  • [M2]電気電子工学演習第三

    2021.4 - 2021.9   First semester

  • 電気電子工学読解Ⅰ

    2021.4 - 2021.9   First semester

  • Control System Synthesis Using Convex Optimization

    2020.10 - 2021.3   Second semester

  • 回路理論Ⅲ(A)

    2020.10 - 2021.3   Second semester

  • 凸最適化に基づく制御系設計理論

    2020.10 - 2021.3   Second semester

  • 電気電子工学演習第二

    2020.10 - 2021.3   Second semester

  • Control System Synthesis Using Convex Optimization

    2020.10 - 2021.3   Second semester

  • 回路理論Ⅲ(A)

    2020.10 - 2021.3   Second semester

  • 凸最適化に基づく制御系設計理論

    2020.10 - 2021.3   Second semester

  • 電気電子工学演習第二

    2020.10 - 2021.3   Second semester

  • 基幹教育セミナー

    2020.6 - 2020.8   Summer quarter

  • 基幹教育セミナー

    2020.6 - 2020.8   Summer quarter

  • Advanced Seminar in Electrical and Electronic Engineering

    2020.4 - 2021.3   Full year

  • 国際演示技法

    2020.4 - 2021.3   Full year

  • 知的財産技法

    2020.4 - 2021.3   Full year

  • ティーチング演習

    2020.4 - 2021.3   Full year

  • 先端プロジェクト管理技法

    2020.4 - 2021.3   Full year

  • Scientific English Presentation

    2020.4 - 2021.3   Full year

  • Intellectual Property Management

    2020.4 - 2021.3   Full year

  • Exercise in Teaching

    2020.4 - 2021.3   Full year

  • Advanced Project Management Technique

    2020.4 - 2021.3   Full year

  • 電気電子工学特別演習

    2020.4 - 2021.3   Full year

  • 電気電子工学特別講究第一

    2020.4 - 2021.3   Full year

  • 電気電子工学特別講究第二

    2020.4 - 2021.3   Full year

  • Advanced Research in Electrical and Electronic Engineering I

    2020.4 - 2021.3   Full year

  • Adv Res in Electrical and Electronic Engineering II

    2020.4 - 2021.3   Full year

  • Advanced Seminar in Electrical and Electronic Engineering

    2020.4 - 2021.3   Full year

  • Intellectual Property Management

    2020.4 - 2021.3   Full year

  • Exercise in Teaching

    2020.4 - 2021.3   Full year

  • Advanced Project Management Technique

    2020.4 - 2021.3   Full year

  • 電気電子工学特別演習

    2020.4 - 2021.3   Full year

  • 電気電子工学特別講究第一

    2020.4 - 2021.3   Full year

  • 電気電子工学特別講究第二

    2020.4 - 2021.3   Full year

  • Advanced Research in Electrical and Electronic Engineering I

    2020.4 - 2021.3   Full year

  • Adv Res in Electrical and Electronic Engineering II

    2020.4 - 2021.3   Full year

  • 電気電子工学演習第三

    2020.4 - 2020.9   First semester

  • 電気電子工学演習第一

    2020.4 - 2020.9   First semester

  • 電気電子工学演習第三

    2020.4 - 2020.9   First semester

  • 電気電子工学演習第一

    2020.4 - 2020.9   First semester

▼display all

FD Participation

  • 2023.11   Role:Participation   Title:【シス情FD】企業等との共同研究の実施増加に向けて

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2023.11   Role:Participation   Title:GakuNin RDMデータ活用セミナー : これからの研究データ管理を探る

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2023.10   Role:Participation   Title:【シス情FD】価値創造型半導体人材育成センターについて

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2023.7   Role:Participation   Title:【シス情FD】若手教員の研究紹介⑨

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2023.6   Role:Participation   Title:【シス情FD】SBRC、QRECの活動ご紹介

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2023.5   Role:Participation   Title:【シス情FD】農学研究院で進めているDX教育について

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2023.4   Role:Participation   Title:【シス情FD】若手教員による研究紹介⑧

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2023.1   Role:Participation   Title:【シス情FD】若手教員による研究紹介⑦

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2022.11   Role:Participation   Title:【工学・シス情】教職員向け知的財産セミナー(FD)

    Organizer:[Undergraduate school/graduate school/graduate faculty]

  • 2022.10   Role:Participation   Title:【シス情FD】若手教員による研究紹介⑥

    Organizer:[Undergraduate school/graduate school/graduate faculty]

▼display all

Visiting, concurrent, or part-time lecturers at other universities, institutions, etc.

  • 2020  京都大学  Classification:Part-time lecturer 

Other educational activity and Special note

  • 2024  Class Teacher  学部

  • 2023  Class Teacher  学部

  • 2022  Class Teacher  学部

  • 2021  Class Teacher  学部

Outline of Social Contribution and International Cooperation activities

  • IFAC Symposium on Robust Control Design, General Chair (2021)
    IEEE Control Systems Society Board of Governors, Elected Member (2022-2024)
    IFAC World Congress, IPC Co-Chair (2023)

Travel Abroad

  • 2023.10 - 2024.11

    Staying countory name 1:France   Staying institution name 1:LAAS-CNRS

  • 2009.11 - 2010.9

    Staying countory name 1:France   Staying institution name 1:LAAS-CNRS