Continuous-time stochastic model reference adaptive control

The authors establish global convergence and asymptotic properties of a direct adaptive controller for continuous-time stochastic linear systems by presenting a direct adaptive control algorithm and an associated proof of convergence. This result is comprehensive and covers many other existing resul...

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Veröffentlicht in:IEEE transactions on automatic control 1991-11, Vol.36 (11), p.1254-1263
Hauptverfasser: Goodwin, G.C., Mayne, D.Q.
Format: Artikel
Sprache:eng
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Zusammenfassung:The authors establish global convergence and asymptotic properties of a direct adaptive controller for continuous-time stochastic linear systems by presenting a direct adaptive control algorithm and an associated proof of convergence. This result is comprehensive and covers many other existing results as special cases. It has practical implications for the discrete-time case since it reveals how the existing discrete-time results must be modified so that they have meaningful limits as the sampling period decreases.< >
ISSN:0018-9286
1558-2523
DOI:10.1109/9.100934