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Volume 29 Issue 7
Jan.  2011
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Tan Wen, Wang Yao-nan, Huang Chuang-xia, Wu Xue-dong. Optimal Control of Uncertain Chuas Chaotic System with Neural Networks[J]. Journal of Electronics & Information Technology, 2007, 29(7): 1749-1752. doi: 10.3724/SP.J.1146.2005.01129
Citation: Tan Wen, Wang Yao-nan, Huang Chuang-xia, Wu Xue-dong. Optimal Control of Uncertain Chuas Chaotic System with Neural Networks[J]. Journal of Electronics & Information Technology, 2007, 29(7): 1749-1752. doi: 10.3724/SP.J.1146.2005.01129

Optimal Control of Uncertain Chuas Chaotic System with Neural Networks

doi: 10.3724/SP.J.1146.2005.01129
  • Received Date: 2005-09-09
  • Rev Recd Date: 2007-04-16
  • Publish Date: 2007-07-19
  • On-line identification and following control of nonlinear uncertain Chuas chaotic system using dynamic neural networks are studied in this paper. The passive technique is applied to access properties of neuro-identifier that the gradient descent algorithm for weight adjustment is stable. Then an optimal controller based on the identification model is designed to direct the Chuas chaotic system towards desired target trajectory, and the tracking error is guaranteed to be bounded. Finally, the simulations are provided to demonstrate the effectiveness of the approach proposed.
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