• DocumentCode
    3075891
  • Title

    An LMI Approach to Mixed H22/H∞ Model Following Based Fuzzy Control for Nonlinear Dynamic System

  • Author

    Besheer, A.H. ; Emara, H.M. ; Aziz, M.M.A.

  • Author_Institution
    Mounoufia Univ., Sadat City
  • Volume
    4
  • fYear
    2006
  • fDate
    8-11 Oct. 2006
  • Firstpage
    3103
  • Lastpage
    3108
  • Abstract
    This paper presents a fuzzy based mixed H2/Hinfin control for model following applications in nonlinear dynamic systems. Using parallel distributed compensation techniques, a fuzzy controller is developed to achieve suboptimal H2 control performance with a guaranteed Hinfin model reference tracking performance. An optimization problem -subjected to two bilinear matrix inequality constraints-is formulated as the outcome of the mixed H2/Hinfin model following fuzzy based control. The resulting BMIs, are transformed into pure LMI programs for which efficient optimization techniques are available. Finally, a simulation example is introduced to illustrate the validity and applicability of the given approach.
  • Keywords
    Hinfin control; fuzzy control; linear matrix inequalities; nonlinear dynamical systems; LMI approach; bilinear matrix inequality constraints; fuzzy based mixed H2-Hinfin control; nonlinear dynamic system; optimization problem; parallel distributed compensation techniques; suboptimal H2 control; Control design; Control systems; Fuzzy control; Fuzzy systems; Hydrogen; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Optimal control; Takagi-Sugeno model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    1-4244-0099-6
  • Electronic_ISBN
    1-4244-0100-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2006.384592
  • Filename
    4274356