Ship Detection in Nonhomogeneous Sea Clutter Based on Polarization-Time–Frequency Optimal Using Polarimetric SAR

Genwang Liu;Jie Zhang;Xi Zhang;Yi Zhang;Gui Gao;Junmin Meng;Yongjun Jia;Xiaochen Wang
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Abstract

Synthetic aperture radar (SAR) ship target detection under nonhomogeneous sea conditions is changeable. In this article, according to the characteristics of the target and ocean during SAR imaging, the polarization-time–frequency coherent optimal detector PTFO is constructed, and then the constant false alarm rate method is used to detect ship targets with a stable scattering in SAR images. Four quad-polarimetric RADARSAT-2 data are used to analyze the ship–clutter contrast enhancement capability of PTFO quantitatively, and the appropriate number of time–frequency decompositions is determined to be 3. The proposed method can obtain an FOM of 0.95, which is better than other classical methods to control the detection accuracy and suppress the appearance of false alarm targets.
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基于极化时频优化的极化SAR非均匀海杂波舰船检测
非均匀海况下的合成孔径雷达(SAR)船舶目标检测是多变的。本文根据SAR成像过程中目标和海洋的特点,构造了偏振时频相干最优检测器PTFO,然后采用恒虚警率方法对SAR图像中散射稳定的舰船目标进行检测。利用四个四极化RADARSAT-2数据对PTFO的船杂波对比度增强能力进行了定量分析,确定了合适的时频分解次数为3次。该方法可以获得0.95的FOM,在控制检测精度和抑制虚警目标出现方面优于其他经典方法。
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2024 Index IEEE Journal on Miniaturization for Air and Space Systems Vol. 5 Table of Contents Front Cover The Journal of Miniaturized Air and Space Systems Broadband Miniaturized Antenna Based on Enhanced Magnetic Field Convergence in UAV
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