Title :
Observed-Based Adaptive Fuzzy Tracking Control for Switched Nonlinear Systems With Dead-Zone
Author :
Shaocheng Tong ; Shuai Sui ; Yongming Li
Author_Institution :
Dept. of Basic Math., Liaoning Univ. of Technol., Jinzhou, China
Abstract :
In this paper, the problem of adaptive fuzzy output-feedback control is investigated for a class of uncertain switched nonlinear systems in strict-feedback form. The considered switched systems contain unknown nonlinearities, dead-zone, and immeasurable states. Fuzzy logic systems are utilized to approximate the unknown nonlinear functions, a switched fuzzy state observer is designed and thus the immeasurable states are obtained by it. By applying the adaptive backstepping design principle and the average dwell time method, an adaptive fuzzy output-feedback tracking control approach is developed. It is proved that the proposed control approach can guarantee that all the variables in the closed-loop system are bounded under a class of switching signals with average dwell time, and also that the system output can track a given reference signal as closely as possible. The simulation results are given to check the effectiveness of the proposed approach.
Keywords :
adaptive control; closed loop systems; control nonlinearities; control system synthesis; feedback; function approximation; fuzzy control; nonlinear control systems; observers; switching systems (control); uncertain systems; adaptive backstepping design principle; adaptive fuzzy output-feedback tracking control; average dwell time method; closed-loop system; dead-zone; fuzzy logic systems; immeasurable states; observed-based adaptive fuzzy tracking control; strict-feedback form; switched fuzzy state observer; switching signals; system output; uncertain switched nonlinear systems; unknown nonlinear functions approximation; unknown nonlinearities; Adaptive systems; Backstepping; Control design; Nonlinear systems; Observers; Switches; Average dwell time; backstepping technique; fuzzy adaptive control; fuzzy logic systems; switched nonlinear systems;
Journal_Title :
Cybernetics, IEEE Transactions on
DOI :
10.1109/TCYB.2014.2386912