• DocumentCode
    2474119
  • Title

    Piecewise H2 guaranteed cost control for uncertain discrete-time fuzzy system

  • Author

    Yang, Zhong ; Yang, Yu-pu ; Li, Wei

  • Author_Institution
    Dept. of Autom., Shanghai Jiaotong Univ., Shanghai
  • fYear
    2008
  • fDate
    25-27 June 2008
  • Firstpage
    6113
  • Lastpage
    6117
  • Abstract
    This study introduces a H2 guaranteed cost control method for the discrete time fuzzy systems with norm-bounded uncertainties based on the piecewise Lyapunov functions. Sufficient conditions for the H2 guaranteed cost controllers are given in terms of linear matrix inequalities (LMIs). Further more, a convex optimization problem with LMI constraints is formulated to design the optimal H2 guaranteed cost controller, which minimizes the guaranteed cost of the closed-loop uncertain system. Numerical example is given to demonstrate the effectiveness of the proposed method.
  • Keywords
    Lyapunov methods; closed loop systems; convex programming; discrete time systems; fuzzy systems; linear matrix inequalities; closed-loop uncertain system; convex optimization problem; cost controllers; discrete time fuzzy systems; linear matrix inequalities; norm-bounded uncertainties; piecewise H2 guaranteed cost control; piecewise Lyapunov functions; uncertain discrete-time fuzzy system; Constraint optimization; Control systems; Cost function; Design optimization; Fuzzy systems; Linear matrix inequalities; Lyapunov method; Optimal control; Sufficient conditions; Uncertainty; Discrete-time Fuzzy System; H2 Guaranteed Cost Control; Linear Matrix Inequality (LMI); Piecewise Lyapunov Function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-2113-8
  • Electronic_ISBN
    978-1-4244-2114-5
  • Type

    conf

  • DOI
    10.1109/WCICA.2008.4592872
  • Filename
    4592872