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Optimal adaptive controller for systems with delay

โœ Scribed by Kueiming Lo; Hidenori Kimura


Publisher
John Wiley and Sons
Year
2004
Tongue
English
Weight
170 KB
Volume
18
Category
Article
ISSN
0890-6327

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โœฆ Synopsis


Abstract

Stochastic adaptive dโ€stepโ€ahead optimal control is analyzed in this paper. An adaptive controller using the least squares (LS) algorithm and an input matching technique is proposed to combine the globally convergent estimation character of the adaptive tracking and optimallyโ€based input specification behavior by using a dโ€stepโ€ahead quadratic cost function. The identification convergence rate of the parameter estimation is based on the LS algorithm. With adaptive control, the dโ€stepโ€ahead closedโ€loop stochastic system is globally stable and the adaptive controller converges to the dโ€stepโ€ahead optimal controller. Lastly, the consistency of parameter estimators is analyzed and the convergence rate of parameter estimation is obtained. Copyright ยฉ 2004 John Wiley & Sons, Ltd.


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