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Interaction Multipath in Through-the-Wall Radar Imaging Based on Compressive Sensing

机译:基于压缩传感的穿墙雷达成像中的相互作用多径

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摘要

Clutters caused by multipath have been widely researched in through-the-wall radar imaging (TWRI). The existing research work of multipath only consider reflections from the wall, while in the condition of a small scene, with the increasing number of targets, multipath from targets to targets, named interaction multipath, usually generates ghosts, which degrades the performance of TWRI. In order to mitigate the effect of interaction multipath, considering fast data acquisition and measurement reduction, we made use of the propagation characteristic of interaction multipath to build the sparse model of the target scene and developed a compressive sensing (CS)-based method, which is referred to as ‘interaction CS’. For the number of point targets increasing from 5–8, intensive evaluation and direct comparison of the imaging results with existing methods are conducted to show that the proposed interaction CS performs better at ghost suppression in the same condition of the signal-to-noise ratio (SNR).
机译:由多径引起的杂波已在穿墙雷达成像(TWRI)中得到了广泛的研究。现有的多径研究工作仅考虑墙面反射,而在小场景下,随着目标数量的增加,从目标到目标的多径相互作用多径通常会产生重影,从而降低了TWRI的性能。为了减轻交互多径的影响,考虑到快速数据采集和测量减少,我们利用交互多径的传播特性建立目标场景的稀疏模型,并开发了一种基于压缩感知(CS)的方法。被称为“互动CS”。对于从5–8增加的点目标,进行了深入评估并与现有方法直接比较了成像结果,结果表明,在信噪比相同的情况下,建议的交互CS在重影抑制方面表现更好(SNR)。

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