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
fDate :
30 Apr-3 May 1995
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;
Conference_Titel :
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2570-2
DOI :
10.1109/ISCAS.1995.521559
