DocumentCode
795738
Title
The factorization of discrete-process spectral matrices
Author
Motyka, Paul R. ; Cadzow, James A.
Author_Institution
State University of New York, Buffalo, NY, USA
Volume
12
Issue
6
fYear
1967
fDate
12/1/1967 12:00:00 AM
Firstpage
698
Lastpage
707
Abstract
A technique is presented for salving the discrete version of the multidimensional Wiener-Hopf equation by spectral factorization. This equation is derived to establish a need for spectral factorization and to determine the requirements of the factors of the spectral matrix. The method of factoring the spectral matrix of continuous systems, developed by Davis, is then extended to discrete systems. More specifically, a matrix
must be found such that the matrix of the spectra of the input signals equals the product of
and
. A technique for finding this matrix is presented. The nonanticipatoriness as well as the stability of the elements of
and
must be and is guaranteed. It is then shown that the solution to the discrete Wiener-Hopf equation is unique.
must be found such that the matrix of the spectra of the input signals equals the product of
and
. A technique for finding this matrix is presented. The nonanticipatoriness as well as the stability of the elements of
and
must be and is guaranteed. It is then shown that the solution to the discrete Wiener-Hopf equation is unique.Keywords
Discrete-process control; Matrix factorization; Wiener-Hopf theory; Autocorrelation; Equations; Filtering; Linear systems; Multidimensional systems; Random processes; Vectors;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1967.1098733
Filename
1098733
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