Title :
Sampled-Data Synchronization of Chaotic Lur´e Systems With Time Delays
Author :
Zheng-Guang Wu ; Peng Shi ; Hongye Su ; Jian Chu
Author_Institution :
Nat. Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
This paper studies the problem of sampled-data control for master-slave synchronization schemes that consist of identical chaotic Lur´e systems with time delays. It is assumed that the sampling periods are arbitrarily varying but bounded. In order to take full advantage of the available information about the actual sampling pattern, a novel Lyapunov functional is proposed, which is positive definite at sampling times but not necessarily positive definite inside the sampling intervals. Based on the Lyapunov functional, an exponential synchronization criterion is derived by analyzing the corresponding synchronization error systems. The desired sampled-data controller is designed by a linear matrix inequality approach. The effectiveness and reduced conservatism of the developed results are demonstrated by the numerical simulations of Chua´s circuit and neural network.
Keywords :
Lyapunov methods; chaos; delays; linear matrix inequalities; neurocontrollers; nonlinear control systems; sampled data systems; sampling methods; synchronisation; Chua circuit; Lyapunov functional; chaotic Lur´e systems; exponential synchronization cri- terion; linear matrix inequality approach; master-slave synchronization schemes; neural network; sampled-data controller; sampled-data synchronization; sampling periods; time delays; Chaos; Delay; Delay effects; Linear matrix inequalities; Neural networks; Symmetric matrices; Synchronization; Chaotic systems; Lur´e systems; exponential synchronization; neural networks; sampled-data control;
Journal_Title :
Neural Networks and Learning Systems, IEEE Transactions on
DOI :
10.1109/TNNLS.2012.2236356