• DocumentCode
    229109
  • Title

    Adaptive dynamic output feedback control of Takagi-Sugeno fuzzy systems with immeasurable premise variables and disturbance

  • Author

    Thumati, Balaje T. ; Salour, Al

  • Author_Institution
    Boeing Co., Seattle, WA, USA
  • fYear
    2014
  • fDate
    9-12 Dec. 2014
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Unlike in the literature, premise variables of the Takagi-Sugeno (TS) fuzzy system is assumed to be not measurable, and an adaptive output feedback control law is designed for the given system. Additionally, the system under investigation is considered to be subjected with both parameteric uncertainty and disturbance. Unlike other control designs, the bound on parameter uncertainty term is relaxed. Further, the adaptive control law utilizes estimated premise variables and online approximator. Note only one approximator is used to estimate both the parameter uncertainty and disturbance. Therefore, the proposed control design is simplified. This control design is guaranteed to render a stable closed loop TS fuzzy system. Detailed analytical results using Lyapunov theory are presented to guarantee stability. Finally, a simulation example is used to illustrate the performance of the proposed adaptive output feedback control law.
  • Keywords
    Lyapunov methods; adaptive control; approximation theory; closed loop systems; control system synthesis; feedback; fuzzy control; stability; uncertain systems; Lyapunov theory; TS fuzzy system; Takagi-Sugeno fuzzy system; adaptive dynamic output feedback control; closed loop system; online approximator; parametric disturbance; parametric uncertainty; stability system; Approximation methods; Control design; Equations; Fuzzy systems; Output feedback; Uncertain systems; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence in Control and Automation (CICA), 2014 IEEE Symposium on
  • Conference_Location
    Orlando, FL
  • Type

    conf

  • DOI
    10.1109/CICA.2014.7013231
  • Filename
    7013231