• DocumentCode
    1049228
  • Title

    A Novel Stabilization Criterion for Large-Scale T–S Fuzzy Systems

  • Author

    Lin, Wei-Wei ; Wang, Wen-June ; Yang, Shu-Han

  • Author_Institution
    Nat. Central Univ., Taiwan
  • Volume
    37
  • Issue
    4
  • fYear
    2007
  • Firstpage
    1074
  • Lastpage
    1079
  • Abstract
    This correspondence studies the stabilization problem of large-scale Takagi-Sugeno fuzzy systems. A novel stabilization criterion with decentralized parallel distributed compensation (PDC) fuzzy controller is proposed. The criterion contains two inequalities and one negative definite matrix to be satisfied. The effects of all interconnection terms and all decentralized PDC gains are entirely included in the negative definite matrix. The size of the matrix depends on the number of subsystems; the more the number of subsystems is, the larger the size of the matrix is. By using the linear matrix inequality method, the inequalities in the criterion can be solved to synthesize the local feedback gain of each PDC fuzzy controller such that the whole closed-loop large-scale fuzzy system is asymptotically stable. Finally, we give a practical example to illustrate the effectiveness of the proposed criterion.
  • Keywords
    asymptotic stability; closed loop systems; feedback; fuzzy control; large-scale systems; linear matrix inequalities; multivariable control systems; stability criteria; asymptotical stability; closed-loop system; decentralized parallel distributed compensation; fuzzy controller; large-scale Takagi-Sugeno fuzzy systems; linear matrix inequality; local feedback gain; negative definite matrix; stabilization criterion; Control system synthesis; Control systems; Fuzzy control; Fuzzy systems; Interconnected systems; Large-scale systems; Linear feedback control systems; Linear matrix inequalities; Lyapunov method; Stability; Fuzzy control; large-scale systems; linear matrix inequalities (LMIs); parallel distributed compensation (PDC); Algorithms; Computer Simulation; Feedback; Fuzzy Logic; Linear Models; Models, Theoretical; Numerical Analysis, 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.2007.896016
  • Filename
    4267872