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Avtomatika i Telemekhanika, 1987, Issue 1, Pages 89–105
(Mi at4359)
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Adaptive Systems
Adaptive control of linear dynamic processes by a modified method of least squares
O. Yu. Kulchitskii Leningrad
Abstract:
The paper is concerned with control of discrete-time stochastic linear dynamic process whose parameters are known. For a wide range of control strategies a single-parametric family of adaptation algorithms is proposed which result from a modification of the method of least squares. The output and control of the system are shown to be strongly adaptive; in other words, the asymptotic, in time, tendency of the process output $y_t$ and control $u_t$ to the ideal processes $y_t^*$ and $u_t^*$ obtained with the known process parameters is proved. These conditions are fairly simply structured and easily verified in applications.
Received: 04.11.1985
Citation:
O. Yu. Kulchitskii, “Adaptive control of linear dynamic processes by a modified method of least squares”, Avtomat. i Telemekh., 1987, no. 1, 89–105
Linking options:
https://www.mathnet.ru/eng/at4359 https://www.mathnet.ru/eng/at/y1987/i1/p89
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Abstract page: | 189 | Full-text PDF : | 79 | First page: | 3 |
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