Title :
Chaos synchronization of two uncertain chaotic nonlinear gyros using rotary sliding mode control
Author :
Chen, Te-Yu ; Zhang, Wei-wei ; Lin, Chih-Min ; Yeung, Daniel S.
Author_Institution :
Dept. of Electr. Eng., Yuan Ze Univ., Chungli, Taiwan
Abstract :
This paper presents an adaptive sliding mode control scheme for the synchronization of two chaotic nonlinear gyros subject to uncertainties and external disturbances with the rotary sliding surface. The sliding surface is determined inspired by the localized generalization error. A three-layer neural network is employed to approximate the uncertainty and disturbance as the uncertainty observer. The numerical results demonstrate the efficiency of the proposed scheme to synchronize the chaotic gyro systems using a single control input.
Keywords :
gyroscopes; neurocontrollers; nonlinear control systems; observers; synchronisation; uncertain systems; variable structure systems; adaptive sliding mode control scheme; chaos synchronization; generalization error; rotary sliding mode control; rotary sliding surface; three-layer neural network; uncertain chaotic nonlinear gyros; uncertainty observer; Artificial neural networks; Chaotic communication; Sliding mode control; Synchronization; Uncertainty; Neural network; Sliding mode control;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580785