DocumentCode
742867
Title
Relaxation Technique for a T–S Fuzzy Control Design Based on a Continuous-Time Fuzzy Weighting-Dependent Lyapunov Function
Author
Sung Hyun Kim
Author_Institution
Sch. of Electr. Eng., Univ. of Ulsan, Ulsan, South Korea
Volume
21
Issue
4
fYear
2013
Firstpage
761
Lastpage
766
Abstract
Based on the fuzzy weighting-dependent Lyapunov function, this paper proposes a method to drive the relaxed stabilization condition for continuous-time Takagi-Sugeno (T-S) fuzzy control systems without resorting to elimination and bounding techniques. Here, to achieve an improved robust H∞ performance while enhancing the interactions among the fuzzy subsystems, this paper proposes a valuable relaxation technique that is capable of incorporating the derivatives of fuzzy weighting functions to the relaxation process. Finally, three examples are given to verify the effectiveness of the proposed method.
Keywords
Lyapunov methods; continuous time systems; control system synthesis; fuzzy control; fuzzy systems; robust control; continuous-time T-S fuzzy control systems; continuous-time fuzzy weighting-dependent Lyapunov function; fuzzy control design; fuzzy subsystems; fuzzy weighting functions; relaxation technique; relaxed stabilization condition; robust H∞ performance; Closed loop systems; Fuzzy control; Lyapunov methods; Nonlinear systems; Robustness; Symmetric matrices; Continuous-time Takagi–Sugeno (T–S) fuzzy systems; fuzzy weighting-dependent Lyapunov function; relaxation technique;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2012.2230180
Filename
6362201
Link To Document