• DocumentCode
    1898538
  • Title

    Estimation of signal parameters using the maximum likelihood method

  • Author

    Sharman, K.

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Glasgow Univ.
  • fYear
    1994
  • fDate
    34375
  • Firstpage
    42583
  • Lastpage
    42586
  • Abstract
    This paper addresses the finding of the maximum likelihood estimates for the parameters of ARMA signal models. After reviewing the form of the likelihood function for ARMA sequences, the authors describe how a genetic algorithm may be employed to search the likelihood space with the aim of finding the maximum point. The use of parallel processing techniques to speed up the search procedure discussed briefly
  • Keywords
    genetic algorithms; maximum likelihood estimation; parallel processing; parameter estimation; search problems; signal processing; ARMA signal models; genetic algorithm; likelihood function; maximum likelihood estimates; parallel processing techniques; search procedure;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Mathematical Aspects of Digital Signal Processing, IEE Colloquium on
  • Conference_Location
    London
  • Type

    conf

  • Filename
    297470
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1898538