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Design of H∞ synchronization controller for uncertain chaotic systems with neural network

journal contribution
posted on 2008-11-18, 11:11 authored by Mou Chen, Chang-Sheng Jiang, Qing-Xian Wu, Wen-Hua ChenWen-Hua Chen
A synchronization controller is designed based on disturbance observer for two uncertain chaotic systems in this paper. The compound disturbance of the synchronization error system consists of non-linear uncertainties and exterior disturbance of two chaotic systems. The compound disturbance observer is proposed based on RBF neural networks and the parameter's update law is given for monitoring the compound disturbance. The output of the compound disturbance observer is used to design synchronization controller. The designed synchronization controller can make the synchronization error converge to zero. Finally, an example is given to demonstrate the availability of the proposed synchronization control method.

History

School

  • Aeronautical, Automotive, Chemical and Materials Engineering

Department

  • Aeronautical and Automotive Engineering

Citation

CHEN, M. ... [et al.], 2008. Design of H∞ synchronization controller for uncertain chaotic systems with neural network. International Journal of Automation and Control, 2(1), pp. 126-136

Publisher

© Inderscience Enterprises Ltd.

Publication date

2008

Notes

This is a journal article. It was published in the journal International Journal of Automation and Control [© Inderscience Enterprises Ltd.] and is also available from http://www.inderscience.com/browse/index.php

ISSN

1740-7516

Language

  • en