Virtual closed loop identification: a generalized tool for identification in closed loop

Title: Virtual closed loop identification: a generalized tool for identification in closed loop
Creator: Agüero, Juan C.; Goodwin, Graham C.; Van den Hof , Paul M. J.
Relation: 47th IEEE Conference on Decision and Control (CDC 2008). Proceedings of the 47th IEEE Conference on Decision and Control (Cancun, Mexico 9-11 December, 2008) p. 1968-1973
Publisher Link: http://dx.doi.org/10.1109/CDC.2008.4738984
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Resource Type: conference paper
Date: 2008
Description: In this paper we propose a virtual closed loop model parameterization to perform system identification. This parameterization is designed to achieve specific goals. We show that the method includes, as special cases, known methods for closed loop identification and also offers additional flexibility. We analyze the ramifications of the new tailor-made parameterization for systems operating in closed loop. The approach exploits a property of Box-Jenkins models in order to minimize the bias arising from feedback and noise model mismatch.
Subject: closed loop identification; Box-Jenkins models; parameterization
Identifier: http://hdl.handle.net/1959.13/802902
Identifier: uon:6242
Identifier: ISBN:9781424431243
Language: eng
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