Detection of Range Migrating Targets in Compound-Gaussian Clutter

This paper deals with the problem of coherent radar detection of fast-moving targets in a high-range resolution mode. In particular, we are focusing on the spiky clutter modeled as a compound Gaussian process with rapidly varying power along range. Additionally, a fast-moving target of interest has...

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Veröffentlicht in:IEEE transactions on aerospace and electronic systems 2018-02, Vol.54 (1), p.37-50
Hauptverfasser: Petrov, Nikita, Le Chevalier, Francois, Yarovoy, Alexander G.
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper deals with the problem of coherent radar detection of fast-moving targets in a high-range resolution mode. In particular, we are focusing on the spiky clutter modeled as a compound Gaussian process with rapidly varying power along range. Additionally, a fast-moving target of interest has a few range cells migration within the coherent processing interval. Two coherent CFAR detectors are proposed taking into account target migration and highly inhomogeneous clutter. Both detectors involve solution of a transcendental equation, carried out numerically in a few iterations. The performance evaluation is addressed by numerical simulations and it shows a significant improvement in detection of fast-moving targets in inhomogeneous heavy tailed radar clutter.
ISSN:0018-9251
1557-9603
DOI:10.1109/TAES.2017.2731558