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Wideband Interference Mitigation in High-Resolution Airborne Synthetic Aperture Radar Data

机译:高分辨率机载合成孔径雷达数据中的宽带干扰缓解

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Radio frequency interference is a major issue for synthetic aperture radar (SAR) imaging. Especially with the presence of wideband interference (WBI), the signal-to-interference ratio (SIR) of the measurements is greatly degraded, thus making it difficult to produce a high-quality SAR image. Compared with narrow-band interference (NBI), WBI occupies a larger bandwidth and is more complicated to deal with. This paper addresses the detection and mitigation of WBI in high-resolution airborne SAR data. First, a WBI-corrupted echo is characterized in the time–frequency representation by utilizing the short-time Fourier transform. In this way, the original range-spectrum WBI mitigation problem can be simplified into a series of instantaneous-spectrum NBI mitigation problems. For each instantaneous spectrum, the existence of interference signal can be identified according to the negentropy-based statistical test. Furthermore, the interference signal is mitigated by notch filtering or eigensubspace filtering. The experimental results of the simulated data, as well as real measured data sets, show that the proposed scheme is effective in suppressing the interference signal and in obtaining a high-quality image.
机译:射频干扰是合成孔径雷达(SAR)成像的主要问题。尤其是在存在宽带干扰(WBI)的情况下,测量的信噪比(SIR)大大降低,因此很难生成高质量的SAR图像。与窄带干扰(NBI)相比,WBI占用更大的带宽,处理起来也更加复杂。本文介绍了高分辨率机载SAR数据中WBI的检测和缓解。首先,通过利用短时傅立叶变换在时频表示中表征WBI损坏的回波。这样,原始的范围频谱WBI缓解问题可以简化为一系列瞬时频谱NBI缓解问题。对于每个瞬时频谱,可以根据基于负熵的统计检验确定干扰信号的存在。此外,通过陷波滤波或本征子空间滤波来减轻干扰信号。仿真数据以及实测数据集的实验结果表明,该方案在抑制干扰信号和获得高质量图像方面是有效的。

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