• DocumentCode
    2208215
  • Title

    Direct formulation of a set of linear equations for finding the autocorrelation lags of ARMA(p, q) signals

  • Author

    Husøy, John Håkon

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of Stavanger, Stavanger, Norway
  • fYear
    2012
  • fDate
    17-18 April 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    A simple set of linear equations whose solution gives the autocorrelation lags of an autoregressive moving average signal of arbitrary order is given. The main contribution of our work is the simplicity of the resulting equation, the simplicity of its derivation, and the fact that the equations are directly and explicitly formulated in terms of the a- and b-parameters of the ARMA(p, q) model. A short Matlab script illustrating the simplicity of our approach is included.
  • Keywords
    autoregressive moving average processes; mathematics computing; ARMA model; ARMA signals; Matlab script; autocorrelation lags; autoregressive moving average signal; direct formulation; linear equations; Application software; Autoregressive processes; Correlation; Equations; Mathematical model; Symmetric matrices; Vectors; ARMA modeling; Statistical signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radioelektronika (RADIOELEKTRONIKA), 2012 22nd International Conference
  • Conference_Location
    Brno
  • Print_ISBN
    978-1-4673-0659-1
  • Type

    conf

  • Filename
    6207643