Title :
Adaptive fuzzy control for a class of uncertain nonlinear systems with unknown nonsymmetric dead-zone input
Author :
Wang Rui ; Yu Fusheng ; Wang Jiayin
Author_Institution :
Sch. of Math. Sci., Beijing Normal Univ., Beijing, China
Abstract :
In this paper, an adaptive fuzzy tracking control algorithm is discussed for a class of strict-feedback nonlinear system with non-symmetric dead-zone inputs without considering traditional back-stepping technique. We introduce some new variables and coordinate transforms to convert the strict-feedback form into normal form, and the new states variables are not directly measurable, therefore, an observer needs to be designed to estimate the indirect un-measurable states and the control can be realized without back-stepping scheme. Based on Lyapunov theorem analysis, the designed fuzzy controller can make sure that all the signals in the closed-loop system are uniform ultimate bound-ness and can compensate the effect of unknown dead-zone, at the same time; it has a simple form with only two adaptive parameters to be updated on-line. This proposed control algorithm is considerably simpler than the traditional back-stepping-based ones. Simulation results are presented to verify the effectiveness of the proposed approach.
Keywords :
Lyapunov methods; adaptive control; closed loop systems; control system synthesis; feedback; fuzzy control; nonlinear control systems; observers; uncertain systems; Lyapunov theorem analysis; adaptive fuzzy tracking control algorithm; closed-loop system; coordinate transforms; fuzzy controller design; nonsymmetric dead-zone input; observer; states variables; strict-feedback nonlinear system; uncertain nonlinear systems; uniform ultimate bound-ness signal; unmeasurable state estimation; Adaptive systems; Closed loop systems; Fuzzy control; Nonlinear systems; Observers; Vectors; Adaptive fuzzy tracking control; Non-Back-stepping design technique; Non-symmetric dead-zone input;
Conference_Titel :
Control Conference (CCC), 2013 32nd Chinese
Conference_Location :
Xi´an