Title :
A minimal realization algorithm for matrix sequences
Author :
Dickinson, B.W. ; Morf, M. ; Kailath, T.
Author_Institution :
Stanford University
Abstract :
We give an algorithm for solving the Pad?? 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 :
Codes; Contracts; Decoding; Hardware; Jacobian matrices; Kalman filters; Laboratories; MIMO; Polynomials; Transfer functions;
Conference_Titel :
Decision and Control including the 12th Symposium on Adaptive Processes, 1973 IEEE Conference on
Conference_Location :
San Diego, CA, USA
DOI :
10.1109/CDC.1973.269180