• DocumentCode
    706529
  • Title

    Stability in qualitative model reference adaptive control

  • Author

    Keller, Uwe ; Reay, Donald ; Leitch, Roy

  • Author_Institution
    Dept. of Comput. & Electr. Eng., Heriot-Watt Univ., Edinburgh, UK
  • fYear
    1999
  • fDate
    Aug. 31 1999-Sept. 3 1999
  • Firstpage
    1201
  • Lastpage
    1206
  • Abstract
    In this paper a Model Reference Adaptive Control system is presented which is based on qualitative (less precise) models. These qualitative models can represent the underlying physical system accurately even with low order models. Further, multi-valued performance specifications can be expressed explicitly by a qualitative model in the form of a reference model. The Qualitative Model Reference Adaptive Control system utilises a fuzzy qualitative simulation method to represent this reference model. These fuzzy dynamical models are of an analytic form and allow system analysis to be based on fuzzy interval analysis. Therefore, stability of the adaptive loop within Qualitative Model Reference Adaptive Control is based on results of robust parametric stability using interval models.
  • Keywords
    adaptive control; fuzzy set theory; robust control; simulation; adaptive loop stability; fuzzy qualitative simulation method; interval model; qualitative model reference adaptive control; robust parametric stability; Adaptation models; Analytical models; Asymptotic stability; Feedforward neural networks; Mathematical model; Stability criteria; adaptive control; qualitative control; robust stability; uncertain dynamic systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 1999 European
  • Conference_Location
    Karlsruhe
  • Print_ISBN
    978-3-9524173-5-5
  • Type

    conf

  • Filename
    7099473