Title :
Time-delayed chaos control with repetitive learning
Author :
Song, Yanxing ; Yu, Xinghuo ; Xu, Jian-Xin ; Chen, Guanrong
Author_Institution :
Fac. of Inf. & Commun., Central Queensland Univ., Rockhampton, Qld., Australia
Abstract :
A time-delayed chaos control method based on repetitive learning is proposed. The integration of the repetitive learning control principle and the time delayed chaos control technique enables adaptive learning of appropriate control actions from learning cycles. In contrast to conventional repetitive learning control, no exact knowledge (analytic representation) of the target periodic orbits is needed, except for the time delay constant, which can be identified via either experiments or adaptive learning methods. To facilitate the discussion, the typical chaotic Duffing system is used as an example for illustration of the general methodology. Simulation result is provided to show the effectiveness of the proposed approach
Keywords :
chaos; delays; feedback; learning systems; adaptive learning; chaotic Duffing system; control actions; learning cycles; repetitive learning; time delay constant; time-delayed chaos control; Adaptive control; Chaos; Chaotic communication; Communication system control; Control systems; Delay effects; Force control; Orbits; Programmable control; Target tracking;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.980987