Discriminating Polarimetric Backscattering Characteristics between Chaff Jamming and Ships

In this paper, the discriminating polarimetric characteristics for chaff jamming and ship targets is studied. The polarization invariant properties of chaff clouds and ships are compared, and the features with noticeable statistical differences are selected as the discriminating characteristics. The separability between chaff clouds and ships are demonstrated using support vector machine (SVM). Simulation results suggest that this set of polarization features can effectively discriminate ship targets from chaff jamming under moderate SNR, achieving a discrimination rate above 90%.

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Publication Details

Published
2024-10-23
DOI
https://doi.org/10.1109/isape62431.2024.10841313
Citations
1
Primary Topic
Planetary Science and Exploration
Type
article
Field-Weighted Citation Impact
0.33
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article

Discriminating Polarimetric Backscattering Characteristics between Chaff Jamming and Ships

Xiaojian Xu, Qingyuan Wang
1 citations
Planetary Science and Exploration
0.33
article

Discriminating Polarimetric Backscattering Characteristics between Chaff Jamming and Ships

Xiaojian Xu, Qingyuan Wang
article en
1 citations

Abstract

In this paper, the discriminating polarimetric characteristics for chaff jamming and ship targets is studied. The polarization invariant properties of chaff clouds and ships are compared, and the features with noticeable statistical differences are selected as the discriminating characteristics. The separability between chaff clouds and ships are demonstrated using support vector machine (SVM). Simulation results suggest that this set of polarization features can effectively discriminate ship targets from chaff jamming under moderate SNR, achieving a discrimination rate above 90%.

Beihang University (CN)
Reduced inequalities
Openalex Percentile: Top 32%
Planetary Science and Exploration
0.33
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