Narrow-Band RFI Mitigation in Synthetic Aperture Radars Using Variable Space-Frequency Filter

被引:0
|
作者
Hendy, Nermine [1 ]
Al-Hourani, Akram [1 ]
Kraus, Thomas [2 ]
Schandri, Maximilian [2 ]
Bachmann, Markus [2 ]
Fayek, Haytham M. [1 ]
机构
[1] RMIT Univ, Sch Engn, Elect & Telecommun, Melbourne, Vic 3000, Australia
[2] German Aerosp Ctr DLR, D-82234 Oberpfaffenhofen, Germany
关键词
Synthetic aperture radar; Interference; Attenuation; Prevention and mitigation; Chirp; Bandwidth; Spaceborne radar; Receiving antennas; Noise; Frequency estimation; Radio frequency interference mitigation; SAR interference; spaceborne synthetic aperture radar (SAR);
D O I
10.1109/LGRS.2024.3496753
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Radio frequency interference (RFI) in synthetic aperture radar (SAR) is a daunting challenge, affecting both sensing reliability and image quality. To ensure that SAR remains a powerful tool for Earth observation, this letter presents a 2-D variable attenuation space (azimuth)-frequency filtration (VASFF) method. This framework leverages the time-frequency characteristics of Level-0 SAR data, the RFI power profile, estimated RFI signal parameters, and the SAR antenna pattern to design a novel variable filter. Signal power localization estimates the interference source's relative position, facilitating filter application. Simulated results, obtained using our open-source emulator, SEMUS, to generate both clean and interference-contaminated raw SAR data, demonstrate that the proposed filter achieves a 2 dB improvement over traditional notch filtering. The framework is further tested on real-life interference events on TerraSAR-X revealing previously obscured image details, validating the framework's effectiveness.
引用
收藏
页数:5
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