DocumentCode
1409204
Title
Approximate H∞ identification using partial sum operators in a disc algebra basis
Author
Gianone, László ; Bokor, József ; Schipp, Ferenc
Author_Institution
Comput. & Autom. Inst., Hungarian Acad. of Sci., Budapest, Hungary
Volume
43
Issue
8
fYear
1998
fDate
8/1/1998 12:00:00 AM
Firstpage
1117
Lastpage
1122
Abstract
H∞ system identification using a basis in the disc algebra is presented. The approximate model is represented by a partial sum with respect to this basis. The identification problem is to estimate the expansion coefficients of this partial sum. Since the constructed basis functions cannot be represented analytically, they are approximated in order to arrive at a model in a suitable form. An algorithm is presented which calculates the model parameters from the frequency domain data set
Keywords
frequency-domain analysis; function approximation; matrix algebra; parameter estimation; transfer functions; H∞ criteria; disc algebra; expansion coefficients; frequency domain analysis; function approximation; parameter estimation; partial sum operators; summation; system identification; transfer function; Algebra; Convergence; Finite impulse response filter; Frequency domain analysis; Frequency response; Parameter estimation; Robust control; System identification; Taylor series; Transfer functions;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.704985
Filename
704985
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