基于统计技术的杂波抑制在TWI中的应用

Lanzi Zhang, B. Lu, Zhimin Zhou, Xin Sun
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引用次数: 1

摘要

在穿墙成像中,杂波由于能量大,对墙后目标的探测影响很大。本文假设回波由背景信号、噪声信号和目标信号三种信号组成。前两种被称为杂波。利用SVD、PCA和FA等统计技术提取目标信息,抑制杂波。同时,从理论上讨论了这些技术之间的联系,以便深入了解理论,选择合适的技术来达到更好的杂波抑制效果。采用可控硅比作为常规的评价指标来评价系统的抑制性能。为了验证这一结论,在暗室中设计了胶合板墙和混凝土墙的穿墙实验。结果证实了本文的结论。
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The clutter suppression based on statistical techniques in TWI application
In through-the-wall imaging, the clutter, because of its great energy, has a great effect on the detection of targets behind walls. In this paper, assume that echo comprises three signals: background signal, noise and target signal. The first two are referred to as clutter. Statistical techniques, such as SVD, PCA and FA, are used to extract target information and suppress clutter. Meanwhile, the connection between these techniques is discussed theoretically, in order to understand the theory deeply and choose proper technique to achieve better clutter suppression performance. The SCR, as a conventional evaluation criterion, is used to demonstrate the suppression performance. For thorough testify the conclusion, two through-the-wall experiments, including plywood wall and concrete wall, are designed in anechoic chamber. The results confirm the conclusion in this paper.
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