Title :
Fuzzy Adaptive Control for a Class of Uncertain Systems with Time-Delay
Author :
He, Shuaitian ; Zhang, Shuang
Author_Institution :
Dept. of Found., First Aeronaut. Coll. of Air Force, Xinyang, China
Abstract :
Fuzzy adaptive control method for uncertain nonlinear systems with time-delay is introduced in this paper, which can be represented by Takagi-Sugeno (T-S) fuzzy models. The state feedback approach is considered. By introducing a new Lyapunov-Krasovskii functional with adjustable parameters, and based on delay-dependent stability analysis, some sufficient conditions for the existence of state feedback controller provided via parallel distributed compensation (PDC) are given in the form of linear matrix inequalities (LMIs). Different feedback gains are gotten by choosing different adjustable parameters. Different feedback gains lead to different dynamic performance of closed-loop systems, therefore, the optimal dynamic performance of closed-loop systems can be gotten by choosing proper adjustable parameters. The effectiveness of the proposed method can be shown by the simulation example.
Keywords :
Lyapunov methods; adaptive control; closed loop systems; delays; fuzzy control; linear matrix inequalities; nonlinear systems; state feedback; uncertain systems; LMI; Lyapunov-Krasovskii functional; PDC; Takagi-Sugeno; closed-loop systems; delay dependent stability analysis; fuzzy adaptive control; linear matrix inequalities; parallel distributed compensation; state feedback; time-delay; uncertain nonlinear systems; uncertain systems; Adaptation model; Adaptive control; Delay; Fuzzy control; Nonlinear systems; Stability analysis; fuzzy adaptive control; linear matrix inequality(LMI); time-delay systems;
Conference_Titel :
Information Science and Management Engineering (ISME), 2010 International Conference of
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-7669-5
Electronic_ISBN :
978-1-4244-7670-1
DOI :
10.1109/ISME.2010.136
