Title :
Synchronization of chaotic systems via learning control
Author :
Xu, Jian-Xin ; Yan, Rui
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Abstract :
In this paper, a learning control approach is applied to the synchronization of two uncertain chaotic systems, which contain both, time varying and time invariant parametric uncertainties. The new learning approach also deals with unknown time varying parameters having distinct periods in the master and slave systems. Using the Lyapunov-Krasovskii functional and incorporating periodic parametric learning mechanism, the global stability and asymptotic synchronization between the master and the slave systems are obtained. Simulations on representative classes of chaotic systems show the effectiveness of the method.
Keywords :
Lyapunov methods; adaptive control; learning systems; nonlinear control systems; stability; synchronisation; time-varying systems; uncertain systems; Lyapunov-Krasovskii functional; chaotic system; global stability; learning control; synchronization; time invariant parametric uncertainties; time varying parameter; Adaptive control; Asymptotic stability; Chaos; Chaotic communication; Control systems; Learning systems; Master-slave; Robustness; Time varying systems; Uncertainty;
Conference_Titel :
Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
Print_ISBN :
0-7803-8653-1
DOI :
10.1109/ICARCV.2004.1468900