DocumentCode :
2902812
Title :
Frequency-domain instrumental variable based method for wide band system identification
Author :
Gilson, M. ; Welsh, James S. ; Garnier, H.
Author_Institution :
CRAN, Univ. de Lorraine, Nancy, France
fYear :
2013
fDate :
17-19 June 2013
Firstpage :
1663
Lastpage :
1668
Abstract :
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.
Keywords :
Monte Carlo methods; frequency-domain analysis; identification; iterative methods; linear systems; Monte Carlo simulation; continuous-time model identification; frequency localising basis function; frequency-domain instrumental variable based method; highly resonant wideband systems; iterative IV scheme; iterative instrumental variable estimator; linear time-invariant systems; refined IV method; wideband frequency domain identification; wideband system identification; Estimation; Frequency estimation; Frequency response; Frequency-domain analysis; Instruments; Noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
ISSN :
0743-1619
Print_ISBN :
978-1-4799-0177-7
Type :
conf
DOI :
10.1109/ACC.2013.6580074
Filename :
6580074
Link To Document :
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