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 :
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