• DocumentCode
    915966
  • Title

    Alternative interpretation of maximum entropy spectral analysis (Corresp.)

  • Author

    van den Bos, A.

  • Volume
    17
  • Issue
    4
  • fYear
    1971
  • fDate
    7/1/1971 12:00:00 AM
  • Firstpage
    493
  • Lastpage
    494
  • Abstract
    Maximum entropy spectral analysis is a method for the estimation of power spectra with a higher resolution than can be obtained with conventional techniques. This is achieved by extrapolation of the autocorrelation function in such a way that the entropy of the corresponding probability density function is maximized in each step of the extrapolation. This correspondence also gives a simple interpretation of the method without entropy considerations.
  • Keywords
    Spectral analysis; Autocorrelation; Covariance matrix; Entropy; Extrapolation; Gaussian processes; Probability density function; Random variables; Spectral analysis; Stability;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1971.1054660
  • Filename
    1054660