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A Novel Azimuth Ambiguity Suppression Method for Spaceborne Dual-Channel SAR-GMTI

Yajun Long, Fengjun Zhao, Mingjie Zheng, Guodong Jin, Heng Zhang, Robert Wang

2020IEEE Geoscience and Remote Sensing Letters11 citationsDOI

Abstract

Azimuth ambiguity degrades the quality of synthetic aperture radar (SAR) images and leads to the increase of false alarm rate in ground moving target indication (GMTI). Due to the existing azimuth ambiguity, suppression methods do not remove the first-order ambiguity completely and ignore the ambiguity above first order as well, moving target detection is affected by residual ambiguity. Hence, a novel method to suppress first-order and higher order azimuth ambiguities for the dual-channel SAR/GMTI is proposed in this letter. First, the displaced phase center antenna (DPCA) technique is applied to suppress clutter. Then, estimate the local azimuth ambiguity-to-signal ratio (LAASR) to find out the area affected by ambiguity. Finally, an inpainting algorithm is improved to patch the ambiguity area. The proposed method can remove the ambiguity almost completely. Moreover, the method is verified using the GaoFen-3 SAR dual-channel complex image data, and the result shows that the false alarm of moving target detection is degraded without reducing the detection rate.

Topics & Concepts

AzimuthComputer scienceSynthetic aperture radarConstant false alarm rateClutterAmbiguityComputer visionMoving target indicationArtificial intelligenceRemote sensingRadar imagingRadarContinuous-wave radarTelecommunicationsGeologyOpticsPhysicsProgramming languageAdvanced SAR Imaging TechniquesSynthetic Aperture Radar (SAR) Applications and TechniquesSparse and Compressive Sensing Techniques
A Novel Azimuth Ambiguity Suppression Method for Spaceborne Dual-Channel SAR-GMTI | Litcius