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
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;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2013.2259497