DocumentCode :
1049228
Title :
A Novel Stabilization Criterion for Large-Scale T–S Fuzzy Systems
Author :
Lin, Wei-Wei ; Wang, Wen-June ; Yang, Shu-Han
Author_Institution :
Nat. Central Univ., Taiwan
Volume :
37
Issue :
4
fYear :
2007
Firstpage :
1074
Lastpage :
1079
Abstract :
This correspondence studies the stabilization problem of large-scale Takagi-Sugeno fuzzy systems. A novel stabilization criterion with decentralized parallel distributed compensation (PDC) fuzzy controller is proposed. The criterion contains two inequalities and one negative definite matrix to be satisfied. The effects of all interconnection terms and all decentralized PDC gains are entirely included in the negative definite matrix. The size of the matrix depends on the number of subsystems; the more the number of subsystems is, the larger the size of the matrix is. By using the linear matrix inequality method, the inequalities in the criterion can be solved to synthesize the local feedback gain of each PDC fuzzy controller such that the whole closed-loop large-scale fuzzy system is asymptotically stable. Finally, we give a practical example to illustrate the effectiveness of the proposed criterion.
Keywords :
asymptotic stability; closed loop systems; feedback; fuzzy control; large-scale systems; linear matrix inequalities; multivariable control systems; stability criteria; asymptotical stability; closed-loop system; decentralized parallel distributed compensation; fuzzy controller; large-scale Takagi-Sugeno fuzzy systems; linear matrix inequality; local feedback gain; negative definite matrix; stabilization criterion; Control system synthesis; Control systems; Fuzzy control; Fuzzy systems; Interconnected systems; Large-scale systems; Linear feedback control systems; Linear matrix inequalities; Lyapunov method; Stability; Fuzzy control; large-scale systems; linear matrix inequalities (LMIs); parallel distributed compensation (PDC); Algorithms; Computer Simulation; Feedback; Fuzzy Logic; Linear Models; Models, Theoretical; Numerical Analysis, Computer-Assisted;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
1083-4419
Type :
jour
DOI :
10.1109/TSMCB.2007.896016
Filename :
4267872
Link To Document :
بازگشت