• DocumentCode
    59381
  • Title

    Relaxed LMI Conditions for Local Stability and Local Stabilization of Continuous-Time Takagi–Sugeno Fuzzy Systems

  • Author

    Dong Hwan Lee ; Do Wan Kim

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
  • Volume
    44
  • Issue
    3
  • fYear
    2014
  • fDate
    Mar-14
  • Firstpage
    394
  • Lastpage
    405
  • Abstract
    This paper addresses the problems of local stability analysis, local stabilization, and computation of invariant subsets of the domain of attraction for continuous-time Takagi-Sugeno fuzzy systems. Improvements on the existing stability and stabilization conditions are achieved through the reduction of conservatism. To release the conservatism further, the so-called multidimensional fuzzy summation approach is adopted. The design and analysis conditions are expressed as one-parameter minimization problems which can be solved via a sequence of linear matrix inequality optimizations or treated as eigenvalue problems. Examples are given to show the validity of the proposed method.
  • Keywords
    continuous time systems; eigenvalues and eigenfunctions; fuzzy control; fuzzy set theory; linear matrix inequalities; minimisation; stability; Takagi-Sugeno fuzzy system; continuous-time system; eigenvalue problem; invariant subset; linear matrix inequality optimization; local stability analysis; local stabilization; multidimensional fuzzy summation approach; one-parameter minimization; relaxed LMI condition; Convex optimization; Takagi–Sugeno (T–S) fuzzy systems; domain of attraction (DA); local stability; nonlinear systems;
  • fLanguage
    English
  • Journal_Title
    Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2267
  • Type

    jour

  • DOI
    10.1109/TCYB.2013.2256781
  • Filename
    6515658