• DocumentCode
    1631752
  • Title

    Relaxation analysis via line integral

  • Author

    Lo, Ji-Chang ; Zhang, Chen-Mou

  • Author_Institution
    Mech. Eng., Nat. Central Univ., Jhongli, Taiwan
  • fYear
    2009
  • Firstpage
    1264
  • Lastpage
    1269
  • Abstract
    In this paper, sufficient LMI conditions for the Hinfin state feedback control synthesis of fuzzy control systems consisting of Takagi-Sugeno fuzzy models are proposed for continuous fuzzy systems. Based on a premise-dependent Lyapunov function, we release the conservatism that commonly exists in the common P approach. Particularly, the restriction embedded in continuous-time systems on derivative of mu is removed by introducing Lie derivative to the Lyapunov approach. It is shown that the slack variables employed in this paper provide additional feasibility in solving the Hinfin stabilization problem of fuzzy control systems. Consequently, the stabilization conditions are shown to be more relaxed than others in the existing literature. Numerical simulations appear promising for the proposed method and illuminate the reduction of conservatism clearly.
  • Keywords
    Hinfin control; Lie algebras; Lyapunov methods; continuous systems; control system synthesis; fuzzy control; fuzzy systems; linear matrix inequalities; relaxation theory; stability; state feedback; Hinfin stabilization problem; Hinfin state feedback control synthesis; LMI condition; Lie derivative; Linear matrix inequality; Takagi-Sugeno fuzzy model; continuous fuzzy system; fuzzy control system; line integral; numerical simulation; premise-dependent Lyapunov function; relaxation analysis; Fuzzy control; Fuzzy systems; Lyapunov method; Mathematical model; Mechanical engineering; Nonlinear systems; Riccati equations; Stability; State feedback; Takagi-Sugeno model; Common P; H control; Linear matrix inequality; Premise-dependent Lyapunov; Relaxation; Takagi-Sugeno fuzzy model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
  • Conference_Location
    Jeju Island
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-3596-8
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2009.5277423
  • Filename
    5277423