• DocumentCode
    1334067
  • Title

    Validity of whitening-matched filter approximation to the pareto coherent detector

  • Author

    Weinberg, Graham V.

  • Author_Institution
    Electron. Warfare & Radar Div., Defence Sci. & Technol. Organ., Edinburgh, SA, Australia
  • Volume
    6
  • Issue
    6
  • fYear
    2012
  • fDate
    8/1/2012 12:00:00 AM
  • Firstpage
    546
  • Lastpage
    550
  • Abstract
    It has been observed that the coherent multilook detector for targets embedded within Pareto intensity clutter can be approximated by the Gaussian optimal detector, or whitening-matched filter, in a number of real data sets. These correspond to clutter returns obtained from the Defence Science and Technology Organisation´s Ingara radar, operating in X-band, at high grazing angles and in a circular spotlight mode. This study will establish conditions under which this can be explained mathematically. The key to this is to apply Stein´s method from probability theory to establish rules of thumb to determine the validity of the approximation.
  • Keywords
    Gaussian processes; Pareto distribution; approximation theory; matched filters; radar clutter; Defence Science and Technology Organisation Ingara radar; Gaussian optimal detector; Pareto coherent detector; Pareto intensity clutter; Stein method; X-band; coherent multilook detector; probability theory; real data sets; whitening-matched filter approximation;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IET
  • Publisher
    iet
  • ISSN
    1751-9675
  • Type

    jour

  • DOI
    10.1049/iet-spr.2011.0304
  • Filename
    6353298