• DocumentCode
    2314359
  • Title

    Stabilization of nonlinear systems with piecewise bilinear models derived from fuzzy if-then rules with singletons

  • Author

    Taniguchi, Tadanari ; Sugeno, Michio

  • Author_Institution
    IT Educ. Center, Tokai Univ., Hiratsuka, Japan
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper deals with the modeling and stabilization of nonlinear control systems approximated by fuzzy if-then rules with singleton consequents. The approximated model is found to be piecewise bilinear. First, an optimal method of piecewise bilinear approximation of nonlinear functions is shown. Then, the method of input-output feedback linearization is applied to stabilize piecewise bilinear control systems. An illustrative example is given to show the validity of the proposed methods.
  • Keywords
    fuzzy control; nonlinear control systems; stability; state feedback; fuzzy if-then rules; input-output feedback linearization; nonlinear control systems; nonlinear system stabilization; piecewise bilinear models; Aerospace electronics; Approximation methods; Computational modeling; Nonlinear control systems; Nonlinear systems; Piecewise linear approximation; Stability analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-6919-2
  • Type

    conf

  • DOI
    10.1109/FUZZY.2010.5584807
  • Filename
    5584807