• DocumentCode
    468136
  • Title

    A Piecewise Fuzzy Lyapunov Function Approach to Stability Analysis of Discrete T-S Fuzzy System

  • Author

    Zhang, Gui-Chen ; Zhang, Song-tao ; Ren, Guang

  • Author_Institution
    Dalian Maritime Univ., Dalian
  • Volume
    1
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    316
  • Lastpage
    320
  • Abstract
    Stability analysis of discrete T-S fuzzy system with the common Lyapunov function approach and the fuzzy Lyapunov function approach is computationally attractive but conservative. Based on the definition of a discrete piecewise fuzzy Lyapunov function at each overlapping rules group, this paper introduces a new sufficient stability condition that only needs satisfying the stability condition of the fuzzy Lyapunov function approach in each maximal overlapped-rules group (MORG). A simulation example shows the condition is less conservative and easier to check than earlier approaches.
  • Keywords
    Lyapunov methods; discrete systems; fuzzy control; stability; discrete Takagi-Sugeno fuzzy system; discrete piecewise fuzzy Lyapunov function; maximal overlapped-rules group; stability analysis; Computational modeling; Educational institutions; Fuzzy logic; Fuzzy sets; Fuzzy systems; Humans; Linear matrix inequalities; Lyapunov method; Stability analysis; Sufficient conditions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.108
  • Filename
    4405939