• DocumentCode
    1737334
  • Title

    A non-fluctuating target model for McDaniel´s reverberation

  • Author

    Abraham, Douglas A. ; Gu, Ming

  • Author_Institution
    Appl. Res. Lab., Pennsylvania State Univ., University Park, PA, USA
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    1047
  • Abstract
    Active sonar reverberation has often been observed to have probability tails heavier than the traditionally assumed Rayleigh distribution. Many other physics-based and phenomenological statistical models have been proposed to represent such observed reverberation, a few of which have natural target models. One that has shown promise in having a minimal parameterization yet a broad enough scope to adequately represent a wide variety of observed non-Rayleigh reverberation is McDaniel´s (1990) model. In this paper a statistical model is developed for a non-fluctuating target in McDaniel´s reverberation exploiting the non-central gamma distribution. The probability density function and cumulative distribution function are derived and used to determine likelihood ratio and locally optimal detector non-linearities and also theoretical receiver operating characteristic curves
  • Keywords
    gamma distribution; matched filters; maximum likelihood detection; reverberation; sonar detection; sonar signal processing; McDaniel´s reverberation; active sonar reverberation; cumulative distribution function; likelihood ratio; locally optimal detector nonlinearities; minimal parameterization; noncentral gamma distribution; nonfluctuating target; nonfluctuating target model; probability density function; probability tails; receiver operating characteristic curves; statistical model; Detectors; Distribution functions; Laboratories; Matched filters; Probability density function; Random variables; Reverberation; Rician channels; Sonar detection; Statistical distributions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    OCEANS 2000 MTS/IEEE Conference and Exhibition
  • Conference_Location
    Providence, RI
  • Print_ISBN
    0-7803-6551-8
  • Type

    conf

  • DOI
    10.1109/OCEANS.2000.881739
  • Filename
    881739