SICE Journal of Control, Measurement, and System Integration
Online ISSN : 1884-9970
Print ISSN : 1882-4889
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A Quasi-ARX Neural Network with Switching Mechanism to Adaptive Control of Nonlinear Systems
Lan WANGYu CHENGJinglu HU
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2010 Volume 3 Issue 4 Pages 246-252

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Abstract

This paper introduces an improved quasi-ARX neural network and discusses its application to adaptive control of nonlinear systems. A switching mechanism is employed to improve the performance of the quasi-ARX neural network prediction model which has linear and nonlinear parts. An adaptive controller for a nonlinear system is established based on the proposed prediction model and some stability analysis of the control system is shown. Simulations are given to show the effectiveness of the proposed method both on stability and accuracy.

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© 2010 The Society of Instrument and Control Engineers
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