• DocumentCode
    25108
  • Title

    Fractional order Pareto distributions with application to X-band maritime radar clutter

  • Author

    Alexopoulos, Aris ; Weinberg, Graham Victor

  • Author_Institution
    Nat. Security, Intell., Surveillance & Reconnaissance Div., Defence Sci. & Technol. Organ., Edinburgh, SA, Australia
  • Volume
    9
  • Issue
    7
  • fYear
    2015
  • fDate
    8 2015
  • Firstpage
    817
  • Lastpage
    826
  • Abstract
    The theory of fractional order calculus is applied to construct variations of the fundamental Pareto clutter model density, used in X-band maritime surveillance radar. Such data are characterised, at high resolution, by spiky clutter returns whose density function possesses heavy tails. By an application of fractional calculus to the Pareto distribution function, together with optimisation applied to determine the fractional derivative order, it is possible to obtain a new model for radar clutter. This is shown to fit real radar clutter returns better than a standard Pareto model. Additionally, it accounts for receiver thermal noise without the complexity of an additional noise distribution.
  • Keywords
    Pareto distribution; marine radar; radar clutter; radar receivers; search radar; thermal noise; X-band maritime radar clutter; X-band maritime surveillance radar; density function; fractional calculus; fractional derivative order; fractional order Pareto distributions; fundamental Pareto clutter; heavy tails; radar receiver; real radar clutter; spiky clutter returns; standard Pareto model; thermal noise;
  • fLanguage
    English
  • Journal_Title
    Radar, Sonar & Navigation, IET
  • Publisher
    iet
  • ISSN
    1751-8784
  • Type

    jour

  • DOI
    10.1049/iet-rsn.2014.0379
  • Filename
    7166472