基于压缩感知的合成孔径干涉辐射计超分辨率RFI定位

Jun Li, Fei Hu, Feng He, Liang Wu, Xiaohui Peng, Yayun Cheng, D. Zhu, Ke Chen
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引用次数: 11

摘要

准确定位射频干扰源对于有效关闭非法发射机具有重要意义。本文利用RFI在观测场景中的稀疏特性,在合成孔径干涉辐射计(SAIR)中提出了一种基于压缩感知的超分辨率RFI定位方法。数值结果表明,即使在相关器或接收机故障导致数据丢失的情况下,该方法仍能实现超分辨率射频信号定位。
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Super-resolution RFI localization with compressive sensing in synthetic aperture interferometric radiometers
An accurate geolocation of the radio frequency interference (RFI) sources is significant to effectively switch off illegal transmitters. In this study, utilizing the sparse property of RFI in the observed scene, a super-resolution RFI localization method based on compressive sensing is presented in synthetic aperture interferometric radiometer (SAIR). Numerical results show the presented method can achieve an super-resolution RFI localization even when there are some missing data due to correlator or receiver failure.
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