Title :
Design of polynomial-fuzzy-model-based networked control systems: Sum of squares approach
Author :
Yang Jun ; Sun Qiuye ; Yang Dongsheng ; Liu Jinhai
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper is concerned with the problem of control of polynomial-fuzzy-model-based systems by using sum of square (SOS) approach in the network environment, where both network-induced delay and packet dropout are addressed. Based on the Lyapunov-Krasovskii stability theory and Finsler´s lemma, the stability analysis and controller design conditions are obtained. These conditions generalize previous results that were derived using linear-matrix-inequality (LMI) approach. Moreover, a generalized results can be obtained by bringing the membership functions as polynomial variables for relaxation of SOS-based stability conditions, which can be numerically solved by using the SOSTOOLS.
Keywords :
Lyapunov methods; control system synthesis; delays; fuzzy control; linear matrix inequalities; networked control systems; polynomial approximation; stability; Finsler lemma; LMI; Lyapunov-Krasovskii stability theory; controller design conditions; linear-matrix-inequality approach; membership functions; network-induced delay; networked control systems; packet dropout; polynomial variables; polynomial-fuzzy-model-based systems; sum of square approach; Asymptotic stability; Control systems; Delay; Numerical stability; Polynomials; Stability analysis; Symmetric matrices; Networked control; Polynomial fuzzy controller; Polynomial-fuzzy-model; Sum of square (SOS);
Conference_Titel :
Control Conference (CCC), 2011 30th Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4577-0677-6
Electronic_ISBN :
1934-1768