Title :
Adaptive fuzzy control for a class of perturbed strict-feedback nonlinear systems with unknown time-varying delays
Author :
Yue, Hongyun ; Li, Junmin
Author_Institution :
Dept. of Appl. Math., Xidian Univ., Xi´´an, China
Abstract :
In this paper, a novel fuzzy adaptive backstepping design procedure is proposed for a class of perturbed strict-feedback nonlinear systems with unknown time-varying delays. The fuzzy logic systems are used to approximate the nonlinear uncertainties, then, the adaptive fuzzy tracking controller is constructed by combining Lyapunov-Krasovskii functionals and the backstepping approach. The proposed controller guarantees that all the signals in the closed-loop system are bounded and the system output converges to a small neighborhood of the desired reference signal. The main advantage of the scheme is that the controller can handle system with time-varying delays. Finally, simulation studies are given to demonstrate the effectiveness of the proposed design scheme.
Keywords :
Lyapunov methods; adaptive control; closed loop systems; delays; feedback; fuzzy control; fuzzy logic; nonlinear control systems; perturbation techniques; time-varying systems; uncertain systems; Lyapunov-Krasovskii functionals; adaptive fuzzy control; adaptive fuzzy tracking controller; closed-loop system; fuzzy adaptive backstepping design procedure; nonlinear uncertainties; perturbed strict-feedback nonlinear systems; time-varying delays; Adaptive control; Backstepping; Delay; Delay effects; Nonlinear systems; Time varying systems; backstepping; fuzzy logic systems (FLS); nonlinear; time-varying delays;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569747