• DocumentCode
    921755
  • Title

    Averaging logarithms for detection and estimation (Corresp.)

  • Author

    Ricker, George G. ; Williams, Jack R.

  • Volume
    20
  • Issue
    3
  • fYear
    1974
  • fDate
    5/1/1974 12:00:00 AM
  • Firstpage
    378
  • Lastpage
    382
  • Abstract
    In a number of applications in signal processing it is desirable to estimate the logarithm of the average of noisy physical measurements by averaging M independent logarithms of the measurements. Only a modest number of bits are necessary in the logarithmic averaging process, which is used in logarithmic radar receivers to improve the effective dynamic range where post-detection averaging occurs, and in ensemble averaging spectral coefficients prior to the detection decision. A knowledge of the estimation error and of the detectability loss becomes important in these applications. This correspondence extends and generalizes Green\´s work in detection using averaged logarithms and presents an averaging loss methodology for continuous M . It gives numerical detectability loss results for a representative detection criterion. It contains further results on estimation accuracy attainable from summed logarithms, including numerical results for estimation error as a function of M and SNR.
  • Keywords
    Parameter estimation; Radar detection; Signal detection; Estimation error; Fluctuations; Gaussian noise; H infinity control; Optical receivers; Optical signal processing; Quantum mechanics; Radar detection; Signal detection; Signal to noise ratio;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1974.1055228
  • Filename
    1055228