• DocumentCode
    175682
  • Title

    Fuzzy-model-based stabilization of nonlinear networked control systems

  • Author

    Jianan Huang ; Bing Tang ; Defeng He ; Yun Zhang

  • Author_Institution
    Sch. of Autom., Guangdong Univ. of Technol., Guangzhou, China
  • fYear
    2014
  • fDate
    May 31 2014-June 2 2014
  • Firstpage
    898
  • Lastpage
    905
  • Abstract
    This paper is concerned with fuzzy-model based stabilization of nonlinear networked control systems (NCSs) with time-varying transmission delays and transmission intervals based on a random-delay approach. The real-time distribution of input delays resulting from transmission delays and intervals is modeled as a dependent and nonidentically distributed process. Then a randomly switched Takagi-Sugeno fuzzy system with multiple input-delay subsystems is proposed to model the nonlinear NCSs. Based on an improved Lyapunov-Krasovskii method, which takes into account the real-time distribution of input delays in estimating cross-product integral terms, new sufficient conditions are deriveed for the exponential stability of the overall systems. The resulting controller design method is equivalent to a nonlinear convex optimization problem with LMI constraints. Numerical examples are presented to substantiate the effectiveness of our results.
  • Keywords
    Lyapunov methods; asymptotic stability; control system synthesis; convex programming; delays; fuzzy control; linear matrix inequalities; networked control systems; nonlinear control systems; time-varying systems; LMI constraints; Lyapunov-Krasovskii method; Takagi-Sugeno fuzzy system; controller design method; exponential stability; fuzzy-model-based stabilization; input delays; multiple input-delay subsystems; nonlinear NCSs; nonlinear convex optimization problem; nonlinear networked control systems; random-delay approach; time-varying transmission delays; Delays; Networked control systems; Real-time systems; Stability analysis; Switches; Takagi-Sugeno model; Networked control system; Takagi-Sugeno fuzzy model; random-delay approach;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (2014 CCDC), The 26th Chinese
  • Conference_Location
    Changsha
  • Print_ISBN
    978-1-4799-3707-3
  • Type

    conf

  • DOI
    10.1109/CCDC.2014.6852291
  • Filename
    6852291