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Along-track interferometric sar imaging based on distributed compressed sensing

机译:基于分布式压缩感知的沿轨干涉SAR成像

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摘要

For synthetic aperture radar (SAR), imaging based on compressed sensing (CS) can reconstruct the target scene with a reduced number of collected samples. But for a multi-channel along-track interferometric (ATI) SAR, the number of samples required could also be huge even though the CS processing is adopted. In this reported work, distributed compressed sensing (DCS) is introduced into ATI SAR. The ATI SAR based on DCS can achieve good performance and requires even fewer samples than that based on CS
机译:对于合成孔径雷达(SAR),基于压缩感测(CS)的成像可以以减少的采样数量来重建目标场景。但是对于多通道沿轨干涉(SAR)SAR,即使采用CS处理,所需的样本数量也可能很大。在这项报告的工作中,将分布式压缩传感(DCS)引入了ATI SAR。与基于CS的ATI SAR相比,基于DCS的SAR可以获得良好的性能,并且需要的样本更少

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