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
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;
Conference_Titel :
Decision and Control, 2004. CDC. 43rd IEEE Conference on
Print_ISBN :
0-7803-8682-5
DOI :
10.1109/CDC.2004.1429616