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