• DocumentCode
    943580
  • Title

    An improved stability criterion for T-S fuzzy discrete systems via vertex expression

  • Author

    Chung-Hsun Sun ; Wen-June Wang

  • Author_Institution
    Dept. of Electr. Eng., Nat. Central Univ., Jhongli City, Taiwan
  • Volume
    36
  • Issue
    3
  • fYear
    2005
  • fDate
    6/1/2005 12:00:00 AM
  • Firstpage
    672
  • Lastpage
    678
  • Abstract
    The stability criteria for Takagi-Sugeno (T-S) fuzzy discrete systems based on a weighting-dependent Lyapunov function have been studied in numerous literature. Most of those results need to find r (number of rules) positive matrices Pis to satisfy r2 Lyapunov inequalities. This paper combines the ideas of group-fired rules, estimation of the maximum distance between two successive states of the system, and the vertex expression of any point in a region together, so that the relaxed stability that satisfies fewer Lyapunov inequalities is derived. Finally, an example is illustrated to reveal the merit of the proposed stability criterion.
  • Keywords
    Lyapunov methods; discrete systems; fuzzy systems; stability criteria; T-S fuzzy discrete system; group-fired rules; relaxed stability; stability criterion; vertex expression; weighting-dependent Lyapunov function; Electrical equipment industry; Fuzzy control; Fuzzy systems; Industrial control; Linear matrix inequalities; Lyapunov method; Stability criteria; State estimation; Sun; Symmetric matrices; Takagi–Sugeno (T–S) model; vertex expression; weighting-dependent Lyapunov function; Algorithms; Artificial Intelligence; Computer Simulation; Decision Support Techniques; Feedback; Fuzzy Logic; Models, Statistical; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4419
  • Type

    jour

  • DOI
    10.1109/TSMCB.2005.860135
  • Filename
    1634658