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Sea Clutter Suppression using EMD-SVD- FRFT Filtering

机译:使用EMD-SVD-FRFT滤波的海杂波抑制

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Sea clutter suppression is one of the major measures to improve target detection from sea clutter. Singular value decomposition-fractional Fourier transform (SVD-FRFT) filtering is conducted to suppress sea clutter without impairing the target even when the target and first-order sea clutter are mixed in the Doppler spectrum. However, for the range cells with only sea clutter, the SVD-FRFT filtering cannot thoroughly suppress the sea clutter owe to energy concentration of sea clutter to some extent in FRFT domain, which gives rise to false alarm in target detection. To address this problem, the combination of empirical mode decomposition (EMD) and SVD-FRFT is proposed to separate target from sea clutter and pre-suppress the sea clutter. The experiment based on real measured sea echo shows that the novel method can obtain superior performance.
机译:抑制海杂波是改善海杂波目标检测的主要措施之一。进行奇异值分解-分数阶傅立叶变换(SVD-FRFT)滤波,即使在多普勒频谱中将目标和一阶海杂波混合在一起时,也可以在不损害目标的情况下抑制海杂波。但是,对于仅具有海杂波的测距单元,由于在FTFT域中海杂波的能量集中到一定程度,SVD-FRFT滤波不能完全抑制海杂波,从而在目标检测中引起虚警。为了解决这个问题,提出了经验模式分解(EMD)和SVD-FRFT的组合,以将目标与海杂波分离并预先抑制海杂波。基于实际测得的海面回波的实验表明,该新方法可以获得较好的性能。

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