IEEE Transactions on Geoscience and Remote Sensing · 2015 · 111 citations · 24 references
Natural SciencesElectrical EngineeringBiomedical ImagingRemote SensingTime Series AnalysisInterference ManagementRadar Clutter SuppressionRadar Signal ProcessingRadar SystemsRadio Frequency Interference MitigationAirborne Radar DataInterferenceInterference MitigationNotch FilteringRadar ImagingShort-time Fourier TransformSynthetic Aperture RadarSynthetic Aperture Radar Imaging
Radio frequency interference, especially wideband interference, severely degrades the signal‑to‑interference ratio in synthetic aperture radar imaging, making high‑quality image reconstruction difficult. This paper addresses the detection and mitigation of wideband interference in high‑resolution airborne SAR data. The authors characterize WBI echoes with short‑time Fourier transforms, reduce the problem to instantaneous‑spectrum NBI mitigation, detect interference via a negentropy test, and suppress it using notch or eigensubspace filtering. Experimental results on simulated and real data show the scheme effectively suppresses interference and yields high‑quality images.
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.
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