• DocumentCode
    26940
  • Title

    Control Synthesis of Discrete-Time T–S Fuzzy Systems Based on a Novel Non-PDC Control Scheme

  • Author

    Xiangpeng Xie ; Hongjun Ma ; Yan Zhao ; Da-Wei Ding ; Yingchun Wang

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Henan Polytech. Univ., Jiaozuo, China
  • Volume
    21
  • Issue
    1
  • fYear
    2013
  • fDate
    Feb. 2013
  • Firstpage
    147
  • Lastpage
    157
  • Abstract
    This paper proposes relaxed stabilization conditions of discrete-time nonlinear systems in the Takagi-Sugeno (T-S) fuzzy form. By using the algebraic property of fuzzy membership functions, a novel nonparallel distributed compensation (non-PDC) control scheme is proposed based on a new class of fuzzy Lyapunov functions. Thus, relaxed stabilization conditions for the underlying closed-loop fuzzy system are developed by applying a new slack variable technique. In particular, some existing fuzzy Lyapunov functions and non-PDC control schemes are special cases of the new Lyapunov function and fuzzy control scheme, respectively. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed method.
  • Keywords
    Lyapunov methods; closed loop systems; control system synthesis; discrete time systems; fuzzy control; nonlinear control systems; stability; Lyapunov functions; Takagi-Sugeno fuzzy form; algebraic property; closed-loop fuzzy system; control synthesis; discrete-time T-S fuzzy systems; discrete-time nonlinear systems; fuzzy membership functions; nonPDC control scheme; nonparallel distributed compensation control scheme; relaxed stabilization conditions; slack variable technique; Educational institutions; Fuzzy control; Lyapunov methods; PD control; Polynomials; Symmetric matrices; Discrete-time system; Takagi–Sugeno (T–S) fuzzy model; homogenous polynomial; nonparallel distributed compensation (non-PDC) control scheme; parameter-dependent Lyapunov function;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2012.2210049
  • Filename
    6248200