DocumentCode
2314359
Title
Stabilization of nonlinear systems with piecewise bilinear models derived from fuzzy if-then rules with singletons
Author
Taniguchi, Tadanari ; Sugeno, Michio
Author_Institution
IT Educ. Center, Tokai Univ., Hiratsuka, Japan
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
6
Abstract
This paper deals with the modeling and stabilization of nonlinear control systems approximated by fuzzy if-then rules with singleton consequents. The approximated model is found to be piecewise bilinear. First, an optimal method of piecewise bilinear approximation of nonlinear functions is shown. Then, the method of input-output feedback linearization is applied to stabilize piecewise bilinear control systems. An illustrative example is given to show the validity of the proposed methods.
Keywords
fuzzy control; nonlinear control systems; stability; state feedback; fuzzy if-then rules; input-output feedback linearization; nonlinear control systems; nonlinear system stabilization; piecewise bilinear models; Aerospace electronics; Approximation methods; Computational modeling; Nonlinear control systems; Nonlinear systems; Piecewise linear approximation; Stability analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location
Barcelona
ISSN
1098-7584
Print_ISBN
978-1-4244-6919-2
Type
conf
DOI
10.1109/FUZZY.2010.5584807
Filename
5584807
Link To Document