DocumentCode
1851643
Title
The recurrent dynamic fuzzy logic system and nonlinear system identification
Author
Lee, J.X. ; Vukovich, G.
Author_Institution
Directorate of Spacecraft Eng., Canadian Space Agency, Ottawa, Ont., Canada
Volume
5
fYear
1999
fDate
1999
Firstpage
4846
Abstract
A recurrent dynamic fuzzy logic system, RDFLS, is introduced and its universal approximation property proved. A RDFLS based stable adaptive identification algorithm is further developed and its stability properties investigated theoretically. The application of this identification algorithm to nonlinear systems is demonstrated via simulation examples, and satisfactory results are observed, which indicates the usefulness of the RDFLS in the identification of nonlinear systems
Keywords
fuzzy logic; identification; nonlinear systems; stability; RDFLS; nonlinear system identification; recurrent dynamic fuzzy logic system; stable adaptive identification algorithm; universal approximation property; Algorithm design and analysis; Analytical models; Control system analysis; Control system synthesis; Fuzzy logic; Fuzzy sets; Nonlinear dynamical systems; Nonlinear systems; Stability; State estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 1999. Proceedings of the 38th IEEE Conference on
Conference_Location
Phoenix, AZ
ISSN
0191-2216
Print_ISBN
0-7803-5250-5
Type
conf
DOI
10.1109/CDC.1999.833310
Filename
833310
Link To Document