• 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