• DocumentCode
    3269324
  • Title

    A simple set of linear equations for computing autocorrelations of ARMA(p,q) signals with given model parameters

  • Author

    Husoy, John Håkon

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of Stavanger, Stavanger, Norway
  • fYear
    2009
  • fDate
    8-10 Dec. 2009
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    A new formulation facilitating the determination of the autocorrelation lags, and consequently the autocorrelation matrix, of an autoregressive moving average signal of arbitrary order (ARMA(p, q)) is presented. The main features of our formulation, stated as a set of linear equations to be solved, are 1) its conceptual simplicity 2) its reliance only on primary parameters of the ARMA(p, q) model, and 3) the simplicity of the resulting linear equations.
  • Keywords
    autoregressive moving average processes; correlation methods; ARMA signals; autocorrelation lags; autocorrelation matrix; autoregressive moving average signal; linear equations; Autocorrelation; Autoregressive processes; Equations; Mathematical model; Polynomials; Programming profession; Signal processing; Signal processing algorithms; Time series analysis; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information, Communications and Signal Processing, 2009. ICICS 2009. 7th International Conference on
  • Conference_Location
    Macau
  • Print_ISBN
    978-1-4244-4656-8
  • Electronic_ISBN
    978-1-4244-4657-5
  • Type

    conf

  • DOI
    10.1109/ICICS.2009.5397544
  • Filename
    5397544