• DocumentCode
    3136664
  • Title

    Observer-based fuzzy control design for discrete-time T-S fuzzy bilinear stochastic systems with infinite-distributed delays

  • Author

    Jiangrong Li ; Junmin Li ; Yu Li

  • Author_Institution
    Coll. of Math. & Comput. Sci., Yanan Univ., Yan´an, China
  • fYear
    2013
  • fDate
    23-26 June 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper is concerned with the problem of observer-based fuzzy control design for discrete-time T-S fuzzy bilinear stochastic systems with infinite-distributed delays. Based on the piecewise quadratic Lyapunov functional (PQLF), the fuzzy observer-based controllers are designed for T-S fuzzy bilinear stochastic systems. It is shown that the stability in the mean square for discrete T-S fuzzy bilinear stochastic systems can be established if there exists a set of PQLF which can be constructed and the fuzzy observer-based controller can be obtained by solving a set of nonlinear minimization problem involving linear matrix inequalities(LMIs) constraints. An iterative algorithm makes use of sequential linear programming matrix method (SLPMM) to derive a single-step LMI condition for fuzzy observer-based control design. Finally, an illustrative example is provided to demonstrate the effectiveness of the results proposed in this paper.
  • Keywords
    control system synthesis; delays; discrete time systems; distributed control; fuzzy control; iterative methods; linear matrix inequalities; linear programming; mean square error methods; minimisation; nonlinear control systems; observers; stability; stochastic systems; PQLF; SLPMM; discrete-time T-S fuzzy bilinear stochastic systems; infinite-distributed delays; iterative algorithm; linear matrix inequalities; mean square stability; nonlinear minimization problem; observer-based fuzzy control design; piecewise quadratic Lyapunov functional; sequential linear programming matrix method; single-step LMI condition; Delays; Fuzzy control; Linear matrix inequalities; Nonlinear systems; Observers; Stochastic systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ASCC), 2013 9th Asian
  • Conference_Location
    Istanbul
  • Print_ISBN
    978-1-4673-5767-8
  • Type

    conf

  • DOI
    10.1109/ASCC.2013.6606220
  • Filename
    6606220