DocumentCode
871608
Title
On improvement of stability conditions for continuous Mamdani-like fuzzy systems
Author
Sugeno, Michio ; Taniguchi, Tadanari
Author_Institution
Brain Sci. Inst., Saitama, Japan
Volume
34
Issue
1
fYear
2004
Firstpage
120
Lastpage
131
Abstract
This paper is concerned with continuous fuzzy systems with singleton consequents, called type II fuzzy systems. It first introduces the canonical form of an unforced type II fuzzy system and its stability theorem presented in the previous study. Then, improving the stability theorem, it gives necessary and sufficient conditions such that a type II fuzzy system is stable with respect to a global quadratic Lyapunov function.
Keywords
Lyapunov methods; continuous time systems; fuzzy control; fuzzy systems; stability; canonical form; continuous Mamdani-like fuzzy system; global quadratic Lyapunov function; necessary-sufficient condition; quadratic stability analysis; singleton consequents; stability theorem; type II fuzzy system; Control system synthesis; Control systems; Control theory; Fuzzy control; Fuzzy systems; Lyapunov method; Nonlinear systems; Stability analysis; Sufficient conditions;
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.2003.809226
Filename
1262488
Link To Document