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 :
بازگشت