• DocumentCode
    1279455
  • Title

    Frequency estimation variance with the Burg algorithm

  • Author

    Swingler, D.N.

  • Author_Institution
    Div. of Eng., Saint Mary´´s Univ., Halifax, NS, Canada
  • Volume
    39
  • Issue
    4
  • fYear
    1991
  • fDate
    4/1/1991 12:00:00 AM
  • Firstpage
    1003
  • Lastpage
    1005
  • Abstract
    The variance of the Burg frequency estimate is computed for the simplest case of a single noisy complex sinusoid through a Monte Carlo simulation over a useful range of data lengths, signal-to-noise ratios, and model orders. It is demonstrated that it is possible to provide a reasonable fit to this data by a relatively simple expression which provides considerable insight into the performance of the Burg algorithm, especially when used in conjunction with the expression for the Cramer-Rao lower bound, which is itself particularly simple in this case
  • Keywords
    signal processing; Burg algorithm; Cramer-Rao lower bound; Monte Carlo simulation; data lengths; frequency estimation; model orders; noisy complex sinusoid; signal processing; signal-to-noise ratios; variance; Acoustic signal detection; Frequency estimation; Matched filters; Mathematics; Parameter estimation; Reflectivity; Signal processing; Signal processing algorithms; Signal to noise ratio; Speech processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.80938
  • Filename
    80938