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Construction of Parameter-Dependent Lyapunov Functions for Robust Control

Research Project

Project/Area Number 05650393
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 計測・制御工学
Research InstitutionKyoto Institute of Technology

Principal Investigator

MORI Takehiro  Kyoto Institute of Technology, Dept. of Electro. & Inf. Sci., Professor, 工芸学部, 教授 (60026359)

Co-Investigator(Kenkyū-buntansha) KUROE Yasuaki  Kyoto Institute of Technology, Dept. of Electro. & Inf. Sci., Associate Professo, 工芸学部, 助教授 (10153397)
Project Period (FY) 1993 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 1994: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1993: ¥1,700,000 (Direct Cost: ¥1,700,000)
KeywordsLyapunov function / Parameter-dependence / Robust stability / Polytope of polynomials / Quadratic form / Discrete systems / Common Lyapunov function / エルミート行列
Research Abstract

1) In the first year of the project term, investigations were on ways to construct Lyapunov functions for linear systems represented by polynomials with uncertain coefficient parameters. This leads to an expected result that there actually exist a parameter-dependent Lyapunov function for the given polytopic uncertain polynomial. The Lyapunov function is also a polytope of Lyapunov functions that correspond to the extreme polynomials of the polytope of polynomials. We see a one-to-one correspondence between parameters of Lyapunov functions and those of polynomials.
2) With this result, we then pass to uncertain nonlinear systems, anticipating some parallel results with the linear case. Deliberation together with numerical experiences, however, led us to conclude that for nonlinear systems seach for parameter-dependent Lyapunov functions was harder than expected. We were thus obliged to reconsider our idea and began to look for the "opposite-end" problem, so-called common Lyapunov function problem. This is because common Lyapunov functions for several systems make us easy to handle uncertain nonlinear systems.
3) In the final year, we set out to consider this problem for linear systems in the first place. We could successfully identify some classes of discerte-time linear systems that have common quadratic Lyapunov functions. This yields a sufficient condition for the This could also give a scope to explore results for uncertain nonlinear systems Lyapunof function approach.

Report

(3 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • Research Products

    (9 results)

All Other

All Publications (9 results)

  • [Publications] Takehiro Mori: "Parameter-dependent Lyapunov functions for polytopes of polynorials" Proceedings of the 32nd IEEE Confereuce on Decision and Control. 2012-2013 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Takehiro Mori: "Polytopes of Lyapunov functions for polytopes of polynomials" Systems and Control Letters. (掲載予定).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Yoshihiro Mori: "Classes of diocrete linear systems having eommon guadratic Lyapunov functions" Proceedings of 1995 American Control Conference. (掲載予定).

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] T.Mori&H.Kokame: "Parameter-dependent Lyapunov functions for polytope of polynomials" Proc.of 32nd IEEE Conf. on Decision and Control. 2012-2013 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] T.Mori&H.Kokame: "Polytopes of Lyapunov functions for polytopes of polynomials" Systems and Control Letters. (in press).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Y.Mori, T.Mori, Y.Kuroe & H.Kokame: "Classes of discrete linear systems having common quadratic Lyapunov functions" Proc.of 1995 American Control Conference. (in press).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Takehiro Mori: "Polytopes of Lyapunov Functions for Polytopes of Polynomials" Systems and Control Letters. (掲載予定).

    • Related Report
      1994 Annual Research Report
  • [Publications] Yoshihiro Mori: "Classes of Discrete Linear Systems Having Common Quadratic Lyapunov Functions" Proc.of 1995 American Control Conference. (掲載予定).

    • Related Report
      1994 Annual Research Report
  • [Publications] Takehiro Mori: "Parameter-dependent Lyapunov functions for polytopes of polynomials" Proc.of 32nd IEEE Conf.on Decision and Control. 2012-2013 (1993)

    • Related Report
      1993 Annual Research Report

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Published: 1993-04-01   Modified: 2016-04-21  

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