Analysis of non-Coherent CFAR Detection in CG-LNT Radar Clutter

This communication deals with the problem of non-coherent CFAR (Constant False Alarm Rate) detection in homogeneous and heterogeneous CG-LNT (Compound Gaussian-Lognormal Texture) clutter. The distribution of the latter with and without thermal noise is presented and possesses a strong ability to model various sea-clutter scenes. The performances of CA (Cell Averaging)-, SO (Smallest Of)-, GO (Greatest Of)-and OS (Order Statistic)-CFAR algorithms are investigated for a known standard deviation parameter. In the presence of secondary targets WH (Weber Hykin)- and WHOS-CFAR detectors are also examined where their CFAR properties are shown to be better than those obtained by OS-CFAR procedure.

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Published
2024-10-31
DOI
https://doi.org/10.1109/imc-ssgp63352.2024.10919817
Primary Topic
Radar Systems and Signal Processing
Type
article
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article

Analysis of non-Coherent CFAR Detection in CG-LNT Radar Clutter

Amar Mezache, Khaled Zebiri
Radar Systems and Signal Processing
article

Analysis of non-Coherent CFAR Detection in CG-LNT Radar Clutter

Amar Mezache, Khaled Zebiri
article en

Abstract

This communication deals with the problem of non-coherent CFAR (Constant False Alarm Rate) detection in homogeneous and heterogeneous CG-LNT (Compound Gaussian-Lognormal Texture) clutter. The distribution of the latter with and without thermal noise is presented and possesses a strong ability to model various sea-clutter scenes. The performances of CA (Cell Averaging)-, SO (Smallest Of)-, GO (Greatest Of)-and OS (Order Statistic)-CFAR algorithms are investigated for a known standard deviation parameter. In the presence of secondary targets WH (Weber Hykin)- and WHOS-CFAR detectors are also examined where their CFAR properties are shown to be better than those obtained by OS-CFAR procedure.

Centre de Recherche Nucléaire d’Alger (DZ)
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Radar Systems and Signal Processing
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