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
Link To Document