Title :
Multirate Input Control for Fuzzy Systems Based on Disk-Pole Placement
Author :
Jiang, Lin ; Xiao, Jian ; Zhou, Cong ; Gong, Jinlin
Author_Institution :
Sch. of Electr. Eng., Southwest Jiaotong Univ., Chengdu
Abstract :
A new multirate fuzzy control technique for continuous-time nonlinear systems is presented in this paper. First, the lifted Takagi-Sugeno(T-S) fuzzy model of the plant is constructed subject to linear matrix inequalities (LMIs). Then, a multirate input controller for the multiple T-S linear models, based on the design of the local feedback controllers using optimal diskpole (D-pole) placement, is proposed. A sufficient condition for the existence of such a controller is expressed in terms of algebraic Riccati equation. Finally, the stability of the closed-loop control system is derived in the sense of Lyapunov. Simulation results show the effectiveness of the proposed method.
Keywords :
Lyapunov methods; Riccati equations; closed loop systems; continuous time systems; feedback; fuzzy control; linear matrix inequalities; nonlinear control systems; pole assignment; stability; D-pole placement; Lyapunov method; algebraic Riccati equation; closed-loop control system; continuous-time nonlinear systems; disk-pole placement; fuzzy systems; lifted Takagi-Sugeno fuzzy model; linear matrix inequalities; local feedback controllers; multiple T-S linear model; multirate fuzzy control; multirate input controller; optimal diskpole placement; stability; sufficient condition; Adaptive control; Control systems; Fuzzy control; Fuzzy systems; Linear feedback control systems; Linear matrix inequalities; Nonlinear systems; Optimal control; Riccati equations; Takagi-Sugeno model;
Conference_Titel :
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-0-7695-3161-8
Electronic_ISBN :
978-0-7695-3161-8
DOI :
10.1109/ICICIC.2008.377