• DocumentCode
    2472180
  • Title

    LMI-based non-quadratic stabilization conditions for T-S fuzzy systems with delays in state and input

  • Author

    Tsai, Shun-Hung ; Li, Ching-Lun

  • Author_Institution
    Grad. Inst. of Autom. Technol., Nat. Taipei Univ. of Technol., Taipei, Taiwan
  • fYear
    2012
  • fDate
    14-17 Oct. 2012
  • Firstpage
    2247
  • Lastpage
    2252
  • Abstract
    This paper investigated the stabilization and stability problems for the Takagi-Sugeno (T-S) fuzzy systems with delays in state and input. Based on the non-parallel distributed compensation (non-PDC) technology, a fuzzy controller with non-PDC control laws is proposed to stabilize the T-S fuzzy systems with delays in state and input. For relaxing the stabilization conditions, a parameter-dependent Lyapunov function (PDLF) is employed for the time-delay T-S fuzzy systems. By adopting a PDLF and applying the proposed fuzzy non-PDC controller, the delay-dependent non-quadratic stabilization conditions for the T-S fuzzy systems with delays in state and input are presented in terms of linear matrix inequalities (LMIs) to guarantee the asymptotic stabilization of the fuzzy system. Finally, two numerical examples are provided to demonstrate that the proposed stability conditions are less conservative than some quadratic approaches and the proposed non-PDC fuzzy controller is effective.
  • Keywords
    Lyapunov methods; asymptotic stability; compensation; delays; distributed control; fuzzy control; fuzzy set theory; fuzzy systems; linear matrix inequalities; LMI-based nonquadratic stabilization condition; PDLF; Takagi-Sugeno fuzzy system; asymptotic stabilization; delay-dependent nonquadratic stabilization condition; fuzzy controller; input delays; linear matrix inequalities; nonPDC control; nonparallel distributed compensation technology; parameter-dependent Lyapunov function; state delays; time delay T-S fuzzy system; Asymptotic stability; Delay; Fuzzy control; Nonlinear systems; Stability analysis; Symmetric matrices; Takagi-Sugeno (T-S) fuzzy system; input-delay; non-parallel distributed compensation (non-PDC); time-delay;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4673-1713-9
  • Electronic_ISBN
    978-1-4673-1712-2
  • Type

    conf

  • DOI
    10.1109/ICSMC.2012.6378075
  • Filename
    6378075