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
Link To Document