• DocumentCode
    2312825
  • Title

    Non-quadratic stabilization of Takagi-Sugeno models: A local point of view

  • Author

    Bernal, Miguel ; Guerra, Thierry-Marie ; Jaadari, Abdelhafidh

  • Author_Institution
    Centro Univ. de los Valles, Univ. of Guadalajara, Guadalajara, Mexico
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper pursues non-quadratic stabilization of continuous-time Takagi-Sugeno (TS) models through a local approach first proposed only for stability analysis. This solution overcomes the problem of dealing with time-derivatives of the membership functions (MFs) by reducing global stability goals to something less restrictive that leads to stabilization domains (local asymptotic conditions), which is usually the case for nonlinear models that cannot be globally stabilized. Moreover, the new conditions are expressed as linear matrix inequalities (LMIs) which are efficiently solved by convex optimization techniques. For illustration purposes some examples are developed that clearly point out the advantages of the new framework over already existing approaches.
  • Keywords
    continuous time systems; fuzzy control; linear matrix inequalities; nonlinear systems; optimisation; stability; LMI; MF; TS; continuous-time Takagi-Sugeno; convex optimization techniques; linear matrix inequalities; membership functions; nonlinear models; nonquadratic stabilization; stability analysis; Analytical models; Asymptotic stability; Bismuth; Linear matrix inequalities; Lyapunov method; Stability criteria; Fuzzy Lyapunov Function (FLF); Linear Matrix Inequality (LMI); Local Stabilization; Stability Domain; Takagi-Sugeno (TS) models;
  • 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.2010.5584700
  • Filename
    5584700