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Parameter and delay estimation of linear continuous-time systems

Abstract

In this paper the problem of on-line identification of non-stationary delay systems is considered. Dynamics of supervised industrial processes is usually described by ordinary differential equations. Discrete-time mechanization of their continuous-time representations is based on dedicated finite-horizon integrating filters. Least-squares and instrumental variable procedures implemented in recursive forms are applied for simultaneous identification of input delay and spectral parameters of the system models. The performance of the proposed estimation algorithms is verified in an illustrative numerical simulation study.

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Category:
Articles
Type:
artykuł w czasopiśmie wyróżnionym w JCR
Published in:
International Journal of Applied Mathematics and Computer Science no. 25, pages 223 - 232,
ISSN: 1641-876X
Language:
English
Publication year:
2015
Bibliographic description:
Kozłowski J., Kowalczuk Z.: Parameter and delay estimation of linear continuous-time systems// International Journal of Applied Mathematics and Computer Science. -Vol. 25, nr. 2 (2015), s.223-232
Verified by:
Gdańsk University of Technology

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