• DocumentCode
    3601090
  • Title

    Reliable Mixed H_\\infty and Passivity-Based Control for Fuzzy Markovian Switching Systems With Probabilistic Time Delays and Actuator Failures

  • Author

    Sakthivel, Rathinasamy ; Selvi, Subramaniam ; Mathiyalagan, Kalidass ; Peng Shi

  • Author_Institution
    Dept. of Math., Sungkyunkwan Univ., Suwon, South Korea
  • Volume
    45
  • Issue
    12
  • fYear
    2015
  • Firstpage
    2720
  • Lastpage
    2731
  • Abstract
    This paper is concerned with the problem of reliable mixed H and passivity-based control for a class of stochastic Takagi-Sugeno (TS) fuzzy systems with Markovian switching and probabilistic time varying delays. Different from the existing works, the H and passivity control problem with probabilistic occurrence of time-varying delays and actuator failures is considered in a unified framework, which is more general in some practical situations. The main aim of this paper is to design a reliable mixed H and passivity-based controller such that the stochastic TS fuzzy system with Markovian switching is stochastically stable with a prescribed mixed H and passivity performance level γ > 0. Based on the Lyapunov-Krasovskii functional (LKF) involving lower and upper bound of probabilistic time delay and convex combination technique, a new set of delay-dependent sufficient condition in terms of linear matrix inequalities (LMIs) is established for obtaining the required result. Finally, a numerical example based on the modified truck-trailer model is given to demonstrate the effectiveness and applicability of the proposed design techniques.
  • Keywords
    H control; Lyapunov methods; Markov processes; delay systems; fuzzy control; linear matrix inequalities; probability; stability; stochastic systems; switching systems (control); LKF; LMI; Lyapunov-Krasovskii functional; actuator failure; convex combination technique; delay-dependent sufficient condition; design technique; fuzzy Markovian switching system; linear matrix inequality; passivity performance level; passivity-based control; probabilistic occurrence; probabilistic time delay; probabilistic time varying delay; reliable mixed H∞ control; stochastic TS fuzzy system; stochastic Takagi-Sugeno fuzzy system; stochastically stable; time-varying delay; truck-trailer model; Actuators; Delay effects; Delays; Fuzzy systems; Probabilistic logic; Reliability; Stochastic processes; Fuzzy system; mixed ${H} _{boldsymbol {infty }}$ and passivity case; mixed H∞ and passivity case; probabilistic time delay;
  • fLanguage
    English
  • Journal_Title
    Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2267
  • Type

    jour

  • DOI
    10.1109/TCYB.2014.2382563
  • Filename
    7001669