DocumentCode
813624
Title
A minimal realization algorithm for matrix sequences
Author
Dickinson, Boonsri ; Morf, Martin ; Kailath, Thomas
Author_Institution
Stanford University, Stanford, CA, USA
Volume
19
Issue
1
fYear
1974
fDate
2/1/1974 12:00:00 AM
Firstpage
31
Lastpage
38
Abstract
We give an algorithm for solving the Padé approximation problem for matrix sequences over an arbitrary field. The algorithm is a multivariate version of one first proposed by Berlekamp and Massey in a coding theory context, the extension being obtained using matrix-fraction descriptions of multivariable systems. The algorithm is recursive and seems to have some computational advantages. Furthermore, our results are in a form that permits easy determination of state-space models from the transfer functions, solving what is called the partial realization problem. Our algorithm also shows how to obtain a characterization of the invariants of this problem.
Keywords
Linear systems, time-invariant discrete-time; Minimal realizations; Polynomial matrices; Artificial intelligence; Codes; Decoding; Hardware; Helium; Jacobian matrices; Linear systems; MIMO; Polynomials; Transfer functions;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1974.1100457
Filename
1100457
Link To Document