• DocumentCode
    800994
  • Title

    Sufficient conditions for the stability of linear Takagi-Sugeno free fuzzy systems

  • Author

    Pang, Chin-Tzong ; Guu, Sy-Ming

  • Author_Institution
    Dept. of Inf. Manage., Yuan Ze Univ., Taiwan
  • Volume
    11
  • Issue
    5
  • fYear
    2003
  • Firstpage
    695
  • Lastpage
    700
  • Abstract
    In this paper, we will study the stability issues of the linear Takagi-Sugeno (T-S) free fuzzy systems. Based on matrix norm, we propose a new sufficient condition for the linear T-S free fuzzy system to be globally asymptotically stable. We then study the stability analysis in the case of systems with consequent parameter uncertainty. Based on Mayer´s convergent theorem, we propose a sufficient condition, which is easily implemented, for the systems with consequent parameter uncertainty to be globally asymptotically stable.
  • Keywords
    Lyapunov methods; asymptotic stability; fuzzy systems; Lyapunov function; Takagi-Sugeno free fuzzy systems; fuzzy systems; globally asymptotically stable; matrix norm; parameter uncertainty; stability; stability analysis; Asymptotic stability; Eigenvalues and eigenfunctions; Fuzzy systems; Linear matrix inequalities; Lyapunov method; Stability analysis; Sufficient conditions; Symmetric matrices; Takagi-Sugeno model; Uncertain systems;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2003.817859
  • Filename
    1235995