DocumentCode
76520
Title
Fluctuating Target Detection in Fluctuating
-Distributed Clutter
Author
Abramovich, Yuri I. ; Besson, Olivier
Author_Institution
W.R. Syst., Ltd., Fairfax, VA, USA
Volume
22
Issue
10
fYear
2015
fDate
Oct. 2015
Firstpage
1791
Lastpage
1795
Abstract
This letter deals with the problem of fluctuating target detection in heavy-tailed K-distributed clutter over a number T of independent coherent intervals, e.g., in the case of a long observation interval (“stare mode”), or that of independent (range) resolution cells as per the track before detect techniques. The generalized likelihood ratio test for the problem at hand is derived, as well as an approximation of it, whose distribution under the null hypothesis is derived. We also show some significant differences as compared to the usual Gaussian case, in particular the influence of T and of the shape parameter of the K distribution.
Keywords
object detection; radar clutter; radar signal processing; statistical distributions; target tracking; fluctuating target detection; generalized likelihood ratio test; heavy-tailed k-distributed clutter; null hypothesis; shape parameter; Approximation methods; Clutter; Detectors; Maximum likelihood estimation; Noise; Object detection; Shape; $K$ distributed noise; Adaptive detection; generalized likelihood ratio test;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2015.2436972
Filename
7112114
Link To Document