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
Link To Document :
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