DocumentCode
3180191
Title
Derivation of LMI design conditions in switching fuzzy control
Author
Ohtake, Hiroshi ; Tanaka, Kazuo ; Wang, Hua O.
Author_Institution
Dept. of Mech. Eng., Univ. of Electro-Commun., Chofu, Japan
Volume
5
fYear
2004
fDate
14-17 Dec. 2004
Firstpage
5100
Abstract
This paper presents controller design conditions based on a switching Lyapunov function in terms of linear matrix inequalities (LMIs) for switching fuzzy systems. In our previous papers, we proposed switching fuzzy model construction and derived switching fuzzy controller design conditions. However, the conditions have been given in terms of bilinear matrix inequalities (BMIs), so it is difficult to design the controller. In this paper, the conditions are given in terms of LMIs by introducing the augmented system which consists of a switching fuzzy model and a stable linear system. We can effectively design the switching fuzzy controller via a LMI-based approach. A design example illustrates the utility of this approach.
Keywords
Lyapunov methods; control system synthesis; fuzzy control; linear matrix inequalities; nonlinear control systems; bilinear matrix inequalities; controller design conditions; linear matrix inequalities; stable linear system; switching Lyapunov function; switching fuzzy control; switching fuzzy model; Control systems; Control theory; Fuzzy control; Fuzzy systems; Linear matrix inequalities; Linear systems; Lyapunov method; Mechanical engineering; Nonlinear systems; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2004. CDC. 43rd IEEE Conference on
ISSN
0191-2216
Print_ISBN
0-7803-8682-5
Type
conf
DOI
10.1109/CDC.2004.1429616
Filename
1429616
Link To Document