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Research on Model-driven Adaptive Control Systems based on the Error of Closed-loop Parameters

Research Project

Project/Area Number 14350225
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionThe University of Tokyo

Principal Investigator

KIMURA Hidenori  The University of Tokyo, Graduate School of Frontier Sciences, Professor, 大学院・新領域創成科学研究科, 教授 (10029514)

Co-Investigator(Kenkyū-buntansha) USHIDA Shun  The University of Tokyo, Graduate School of Frontier Sciences, Research Associate, 大学院・新領域創成科学研究科, 助手 (30343114)
OIHSI Yasuaki  The University of Tokyo, Graduate School of Information Science and Technology, Lecturer, 大学院・情報理工学系研究科, 講師 (80272392)
TSUMURA Koji  The University of Tokyo, Graduate School of Information Science and Technology, Associate Professor, 大学院・情報理工学系研究科, 助教授 (80241941)
Project Period (FY) 2002 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥7,200,000 (Direct Cost: ¥7,200,000)
Fiscal Year 2003: ¥3,200,000 (Direct Cost: ¥3,200,000)
Fiscal Year 2002: ¥4,000,000 (Direct Cost: ¥4,000,000)
KeywordsModel-Driven control / Adaptive control / Complicated system / 2-degrees of freedom control system / control biology / quantum control system / モデル駆動型制御 / むだ時間
Research Abstract

The purpose of the research is to formulate a new method of adaptive control called "Model-driven control" from a control theoretical point of view and to establish a theory for. analysis and synthesis as powerful control design framework. We have revealed significances and its properties of model-driven control architecture from theoretical and experimental aspects. A fundamental concept of model-driven control comes from a motor control of human. In this research, in order to provide new developments of method for dealing with "Complicated System" for both fields of adaptive control and motor control we tried the following three themes mainly (1) The formulation of model-driven adaptive control and the relation to motor control, (2) The establishment of identification method for complicated systems and the relation to learning control and (3) Control theoretical approaches to various nonlinear complicated systems
In (1), we formulated a well-known "Feedback Error Learning method" as two-degrees of freedom control systems and investigated its closed-loop structure. A stability of the closed-loop system including adaptation and a convergence of its adaptation parameters were shown theoretically. Furthermore, these results were extended to a case where a time delay exists in the feedback loop. Each, result in (2) includes interest approaches to the essential difficulties for dealing with complicated systems. In (3), we obtained various outcomes which related to various complicated system, e.g., nonlinear robot arm, a hear exchanger in a fuel cell, control biology, biomechanics of human motor control, quantum control systems, a large scale network system and so on. In particular, results on control biology and quantum control system moved forward the frontier of new field in control theory.

Report

(3 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • Research Products

    (22 results)

All Other

All Publications (22 results)

  • [Publications] 中山学之, 木村英紀: "脊髄伸張反射機構と小脳の計算モデルを結合した制御系によるロボットの軌道追従制御"電子情報通信学会論文誌DII. J86-D-II,7. 1078-1089 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] G.M.Luo, H.Kimura: "Recursive estimation methods for discrete systems"IEEE Transactions on Automatic Control. 48,11. 2019-2024 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Yanagisawa, H.Kimura: "Recursive estimation methods for discrete systems Part I : Dynamics of Quantum Feedback Systems"IEEE Transactions on Automatic Control. 48,12. 2107-2120 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Yanagisawa, H.Kimura: "Transfer function approach to quantum control Part II : Control Concepts and Applications"IEEE Transactions on Automatic Control. 48,12. 2121-2132 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Oishi, H.Kimura: "Computational Complexity of Randomized Algorithms for Solving Parameter-dependent Linear Matrix Inequality"Automatica. 39. 2149-2156 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 丹下吉雄, 津村幸治: "制御性能を改善する制御器の時変要素に関する考察"計測自動制御学会論文集. 40,1. 54-61 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Nakayama, H.Kimura: "Control Robot Arm by Using the Computational Models of Spinal Code and Cerebellum"Trans.On the Institute of Electronics, Information and Communication Engineers D-II. Vol.J86-D-II, No.7. 1078-1089 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] G.M.Luo, H.Kimura: "Recursive estimation methods for discrete systems"IEEE Transact ions on Automatic Control. Vol.48, No.11. 2019-2024 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Yanagisawa, H.Kimura: "Recursive estimation methods for discrete systems Part I : Dynamics of Quantum Feedback Systems"IEEE Transact ions on Automatic Control. Vol.48, No.12. 2107-2120 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Yanagisawa, H.Kimura: "Transfer function approach to quantum control Part II : Control Concepts and Applications"IEEE Transact ions on Automatic Control. Vol.48, No.12. 2121-2132 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Oishi, H.Kimura: "Computational Complexity of Randomized Algorithms for Solving Parameter-dependent Linear Matrix Inequality"Automatica. Vol.39. 2149-2156 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Y.Tange, K.Tsumura: "On the Relationship between Time-Varying Component of Controller and Control Performance"Trans.of the Society of Instrument and Control Engineers. Vol.40, No.1. 54-61 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] 中山学之, 木村英紀: "脊髄伸張反射機構と小脳の計算モデルを結合した制御系によるロボットの軌道追従制御"電子情報通信学会論文誌DII. J86-D-II, 7. 1078-1089 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] G.M.Luo, H.Kimura: "Recursive estimation methods for discrete systems"IEEE Transactions on Automatic Control. 48, 11. 2019-2024 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Yanagisawa, H.Kimura: "Recursive estimation methods for discrete systems Part I : Dynamics of Quantum Feedback Systems"IEEE Transactions on Automatic Control. 48, 12. 2107-2120 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Yanagisawa, H.Kimura: "Transfer function approach to quantum control Part II : Control Concepts and Applications"IEEE Transactions on Automatic Control. 48, 12. 2121-2132 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Y.Oishi, H.Kimura: "Computational Complexity of Randomized Algorithms for Solving Parameter-dependent Linear Matrix Inequality"Automatica. 39. 2149-2156 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 丹下吉雄, 津村幸治: "制御性能を改善する制御器の時変要素に関する考察"計測自動制御学会論文集. 40, 1. 54-61 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] 山本直樹, 津村幸治, 原辰次: "量子力学的システムの制御ダイナミクスモデル"計測自動制御学会論文集. 40, 2. 231-240 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] H.Kimura: "Integration of Modeling and Control Through Model-driven Control"The 1st SICE Annual Conference. 2677-2678 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] S.Ushida, H.Kimura: "Adaptive Control of Nonlinear System with Time Delay based on the Feedback Error Learning Method"The 1st SICE Annual Conference. 2685-2690 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] J.Terashita, H.Kimura: "Robustness of Feedback Error Learning Method with Time Delay"The 1st SICE Annual Conference. 1835-1839 (2002)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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