Title :
Adaptive learning control for bilinear parametric time-varying systems with unknown time-varying delays
Author :
Yunping Sun ; Feng Wei ; Jinxu Li ; Pingan Zheng
Author_Institution :
Sch. of Inf., Yunnan Normal Univ., Kunming, China
Abstract :
An adaptive learning control strategy is developed for a class of bilinear parametric time-varying systems with mixed unknown time-varying and time-invariant parameters and unknown time-varying delay. The proposed control law includes a differential-difference coupled-type adaptive law used to estimate the unknown time-varying parameters and an adaptive repetitive learning control. By constructing a Lyapunov-Krasovskii energy function, we prove the stability of the closed loop system and the asymptotic convergence of the tracking error. The simulation results, for a bilinear parametric time-varying system confirm the effectiveness of the proposed control scheme.
Keywords :
Lyapunov methods; adaptive control; delays; learning systems; stability; time-varying systems; Lyapunov-Krasovskii energy function; adaptive learning control strategy; adaptive repetitive learning control; bilinear parametric time-varying systems; control law; control scheme; differential-difference coupled-type adaptive law; stability; time-invariant parameters; time-varying delays; Delays; Stability analysis; Time-varying systems; Lyapunov-Krasovskii energy function; adaptive learning control; bilinear parametric time-varying systems; differential-difference coupled-type adaptive law; time-varying delay;
Conference_Titel :
System Science and Engineering (ICSSE), 2014 IEEE International Conference on
Conference_Location :
Shanghai
DOI :
10.1109/ICSSE.2014.6887927