Frequency-domain instrumental variable based method for wide band system identification

Title: Frequency-domain instrumental variable based method for wide band system identification
Creator: Gilson, Marion; Welsh, James S.; Garnier, Hugues
Relation: 2013 American Control Conference . Proceedings of the 2013 American Control Conference (Washington, DC 17-19 June, 2013) p. 1663-1668
Publisher Link: http://dx.doi.org/10.1109/ACC.2013.6580074
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Resource Type: conference paper
Date: 2013
Description: The aim of this paper is to propose an instrumental variable (IV) solution for wide-band frequency domain identification. The focus is first on the extension of the refined IV method for continuous-time model identification to the frequency domain. Then, an iterative IV scheme coupled with an appropriate frequency localising basis function is developed to provide consistent results in the case of highly resonant wide-band systems. Finally, to illustrate the performance of the proposed approach, a representative Monte Carlo simulation as well as a practical case are presented.
Subject: frequency estimation; frequency response; frequency domain-analysis; instruments
Identifier: http://hdl.handle.net/1959.13/1299071
Identifier: uon:19775
Identifier: ISBN:9781479901784
Language: eng
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