扩频雷达穿壁成像的压缩感知

Xue-Hu Zhang, Xiaoli Xi, Yurong Pu, Chen Zheng, Daocheng Wu
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引用次数: 3

摘要

在杂波抑制后,分析了将压缩感知技术应用于扩频雷达穿壁成像的可行性。然后将CS与传统的BP方法在TWI中进行了比较。结果表明,利用CS对SS雷达的墙后目标进行成像是可行且非常有效的。此外,与BP成像相比,虽然CS方法的观测点数量减少了67%,数据存储量也减少了60%,但CS方法的目标定位精度远高于BP方法。这将大大降低硬件成本,大大缩短记录时间。
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Compressive sensing for through-wall imaging with spread spectrum radar
After clutters suppression, the feasibility of applying compressive sensing (CS) in through-wall imaging (TWI) using spread spectrum (SS) radar is analyzed. Then CS is compared with the conventional back projection (BP) method in TWI. Results show that it is feasible and very effective to use CS to image the targets behind the wall with SS radar. Furthermore, compared with BP imaging, although the number of observation points using CS method has decreased by 67% and the data store using CS also has declined by 60%, the location accuracy of targets using CS is much higher than that using BP. This will lower the cost of hardware significantly and shorten the recording time greatly.
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