• DocumentCode
    32489
  • Title

    Decentralized Fuzzy Observer-Based Output-Feedback Control for Nonlinear Large-Scale Systems: An LMI Approach

  • Author

    Geun Bum Koo ; Jin Bae Park ; Young Hoon Joo

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
  • Volume
    22
  • Issue
    2
  • fYear
    2014
  • fDate
    Apr-14
  • Firstpage
    406
  • Lastpage
    419
  • Abstract
    This paper presents a decentralized fuzzy control problem for asymptotic stabilization of a class of nonlinear large-scale systems that use an observer-based output-feedback scheme. A Takagi-Sugeno (T-S) fuzzy model is adopted for the nonlinear large-scale system, which has unknown interconnection terms, and a fuzzy controller is separately considered for measurable and nonmeasurable premise variable cases. Sufficient conditions are derived for both asymptotic stabilization and optimization of a maximum bound of interconnection and are formulated in terms of linear matrix inequalities. Finally, numerical examples are provided to verify the effectiveness of the proposed techniques.
  • Keywords
    asymptotic stability; decentralised control; feedback; fuzzy control; large-scale systems; linear matrix inequalities; nonlinear control systems; observers; optimisation; LMI approach; Takagi-Sugeno fuzzy model; asymptotic stabilization; decentralized fuzzy observer-based output-feedback control; fuzzy controller; linear matrix inequalities; nonlinear large-scale systems; optimization; unknown interconnection terms; Decentralized fuzzy control; Takagi–Sugeno (T–S) fuzzy model; maximum bound of interconnection; nonlinear large-scale system; observer-based output-feedback;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2013.2259497
  • Filename
    6507289