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物理学报  2012 

Robust adaptive radial wavelet neural network control
基于径向小波神经网络的混沌系统鲁棒自适应反演控制

Keywords: adaptive backstepping,chaos control,wavelet network,robustness
自适应反演
,混沌控制,小波神经网络,鲁棒性

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Abstract:

This paper designs an adaptive and robustness backstepping control law to realize the control of Rossler-like systems of uncertainties. First, a wavelet network is used for the identification the nonlinear part of the system to change it into parametric model with parametric and structural uncertainties; Then, for the parameter uncertainties, an adaptive control law is designed to online estimate the unknown parameters; for the structural uncertainties, a robust control law is designed to make the system robustness. Finally, The effective of this methodology is illustrated by the simulation results.

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