• DocumentCode
    3860931
  • Title

    An efficient and versatile algorithm for computing the covariance function of an ARMA process

  • Author

    T. Soderstrom;J. Jezek;V. Kucera

  • Author_Institution
    Dept. of Technol., Uppsala Univ., Sweden
  • Volume
    46
  • Issue
    6
  • fYear
    1998
  • Firstpage
    1591
  • Lastpage
    1600
  • Abstract
    Computation of an ARMA covariance function is a common ingredient in analysis and synthesis of various problems in stochastic control, estimation, and signal processing. Several approaches can be used for this purpose. In this paper, we present an algorithm based on simple polynomial calculations. Compared with alternative strategies, it has small computational load, shows good numerical robustness, and can be extended to handle multivariable ARMA processes, even with complex-valued coefficients.
  • Keywords
    "Signal processing algorithms","Polynomials","Covariance matrix","Stochastic processes","Robustness","Filtering","Signal analysis","Algorithm design and analysis","Signal synthesis"
  • Journal_Title
    IEEE Transactions on Signal Processing
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.678473
  • Filename
    678473