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 :
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