DocumentCode :
404301
Title :
Fuzzy Lyapunov stability analysis of discrete type II TSK systems
Author :
Sonbol, Assem ; Fadali, M. Sami
Author_Institution :
Dept. of Electr. Eng., Nevada Univ., Reno, NV, USA
Volume :
5
fYear :
2003
fDate :
9-12 Dec. 2003
Firstpage :
5209
Abstract :
We propose a new approach for the stability analysis of discrete Sugeno type II fuzzy systems. The new approach uses arguments similar to those of traditional Lyapunov stability theory with positive and negative definite functions replaced by fuzzy positive definite and fuzzy negative definite functions, respectively. We derive new conditions for stability, asymptotic stability, and exponential stability for this class of fuzzy systems. To demonstrate the new approach, we apply it to a numerical example.
Keywords :
Lyapunov methods; asymptotic stability; discrete systems; fuzzy set theory; fuzzy systems; asymptotic stability; discrete Sugeno type II fuzzy systems; exponential stability; fuzzy Lyapunov stability analysis; fuzzy negative definite functions; fuzzy positive definite functions; Asymptotic stability; Fuzzy control; Fuzzy sets; Fuzzy systems; Linear matrix inequalities; Lyapunov method; Stability analysis; Sufficient conditions; Takagi-Sugeno-Kang model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
ISSN :
0191-2216
Print_ISBN :
0-7803-7924-1
Type :
conf
DOI :
10.1109/CDC.2003.1272464
Filename :
1272464
Link To Document :
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