DocumentCode
299250
Title
Lyapunov function based fuzzy state estimator
Author
Li, Tzuu-Hseng S. ; Lai, Chyi-Cherng
Author_Institution
Control Syst. Lab., Nat. Cheng Kung Univ., Tainan, Taiwan
Volume
1
fYear
1995
fDate
30 Apr-3 May 1995
Firstpage
497
Abstract
A new application of fuzzy set theory to the state estimation problem is presented. The Lyapunov function here is utilized as a performance index to formulate the fuzzy inference rules. The proposed methodology not only has better state estimation in comparison with the traditional Kalman filter but the stability property is also guaranteed
Keywords
Lyapunov methods; fuzzy set theory; inference mechanisms; performance index; stability; state estimation; Lyapunov function; fuzzy set theory; inference rules; performance index; stability; state estimation; Artificial intelligence; Contracts; Councils; Difference equations; Fuzzy control; Inference algorithms; Lyapunov method; Niobium; Proposals; State estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location
Seattle, WA
Print_ISBN
0-7803-2570-2
Type
conf
DOI
10.1109/ISCAS.1995.521559
Filename
521559
Link To Document