• DocumentCode
    2393832
  • Title

    An SOS-based stable control of polynomial discrete fuzzy systems

  • Author

    Tanaka, Kazuo ; Ohtake, Hiroshi ; Wang, Hua O.

  • Author_Institution
    Dept. of Mech. Syst. & Intell. Syst., Univ. of Electro-Commun., Chofu
  • fYear
    2008
  • fDate
    11-13 June 2008
  • Firstpage
    4875
  • Lastpage
    4880
  • Abstract
    This paper presents stability and stabilization conditions of polynomial discrete fuzzy systems. First, based on polynomial Lyapunov functions, we derive a stability condition of polynomial discrete fuzzy systems without inputs. Secondly, we derive a stabilization condition to design a stable polynomial fuzzy controller. Both of them are represented in terms of SOS and are numerically (partially symbolically) solved via the recent developed SOSTOOLS. In addition, polynomial discrete fuzzy systems and controllers contain discrete Takagi-Sugeno (T-S) fuzzy systems and controllers as a special case. Hence, the approach discussed in this paper is more general than that based on the existing LMI approaches to discrete T-S fuzzy control system designs. To illustrate the validity of the design approach, a design example is provided. The example shows the utility of our approach.
  • Keywords
    Lyapunov methods; control system synthesis; discrete systems; fuzzy control; fuzzy systems; polynomials; stability; LMI; Lyapunov functions; SOS-based stable control design; Takagi-Sugeno system; fuzzy controller; polynomial discrete fuzzy systems; stability; Control systems; Fuzzy control; Fuzzy systems; Linear systems; Lyapunov method; Nonlinear systems; Polynomials; Stability; Takagi-Sugeno model; Time measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2008
  • Conference_Location
    Seattle, WA
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4244-2078-0
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2008.4587266
  • Filename
    4587266