DocumentCode
3550699
Title
Stability of discrete fuzzy systems with nontriangular membership functions
Author
Fadali, M. Sami
Author_Institution
Dept. of Electr. Eng., Nevada Univ., Reno, NV, USA
fYear
2005
fDate
8-10 June 2005
Firstpage
1102
Abstract
We present new results for the stability analysis of discrete dynamic fuzzy systems with nontriangular membership functions. We use arguments similar to those applied to the stability analysis of systems with triangular membership functions, including: the concept of fuzzy positive definite and fuzzy negative definite functions. We use a fuzzy Lyapunov function candidate with triangular membership functions to derive the new stability conditions for systems with nontriangular membership functions. We apply our results to two numerical examples.
Keywords
Lyapunov methods; control system analysis; discrete systems; fuzzy control; fuzzy systems; stability; Lyapunov function; discrete dynamic fuzzy system; fuzzy negative definite functions; fuzzy positive definite functions; nontriangular membership function; stability analysis; Asymptotic stability; Control systems; Fuzzy sets; Fuzzy systems; Linear matrix inequalities; Lyapunov method; Mathematical model; Stability analysis; Takagi-Sugeno-Kang model; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2005. Proceedings of the 2005
ISSN
0743-1619
Print_ISBN
0-7803-9098-9
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2005.1470108
Filename
1470108
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