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
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;
Journal_Title :
Radar, Sonar & Navigation, IET
DOI :
10.1049/iet-rsn.2014.0379