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Optimal instrumental variable method for closed-loop identification

Gilson, M.; Garnier , H.; Young, Peter C; Van den Hof, P.M.J.

Description

This study presents in a new unified way, optimal instrumental variable methods for identifying discrete-time transfer function models when the system operates in a closed loop. The conditions for the optimal design of prefilters and instruments depending on common model structures are analysed and different approaches are developed according to whether the controller is known or not. The performance of the proposed approaches is evaluated by Monte-Carlo analysis in comparison with other...[Show more]

CollectionsANU Research Publications
Date published: 2011
Type: Journal article
URI: http://hdl.handle.net/1885/70005
Source: IET Control Theory and Applications
DOI: 10.1049/iet-cta.2009.0476

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