Dual-Channel Joint SAR-Interferometry via Superresolution Spectral Estimation

Alex Batts;Brian Rigling
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Abstract

Interferometric synthetic aperture radar (SAR) utilizes the phase difference between two images formed from separate channels to extract information from the imaged scene. Dual-channel systems provide a compromise between multipass and multichannel setups in that greater coherence between the channels is achieved while still being physically realizable. However, dual-channel systems suffer from less stability in phase estimates due to the inability to undergo sufficient averaging to reduce thermal noise. Spectral estimation techniques have the ability to reduce these effects and provide stable, accurate intensity and phase estimates. This article presents a novel extension of a previously developed technique for height estimation to the Amplitude and Phase EStimation (APES) filter, and develops a novel technique using linear prediction filters. In addition, the three techniques are extended to along-track interferometric phase stabilization for moving target indication (MTI). Quantitative results show APES performs best with respect to bias and standard deviation. Along-track interferometry (ATI) and topographic interferograms are presented to visually demonstrate performance improvements.
基于超分辨光谱估计的双通道联合sar干涉测量
干涉型合成孔径雷达(SAR)利用不同通道形成的两幅图像之间的相位差从成像场景中提取信息。双通道系统在多通道和多通道设置之间提供了一种折衷,在通道之间实现了更大的一致性,同时仍然是物理上可实现的。然而,由于无法进行足够的平均来降低热噪声,双通道系统在相位估计方面的稳定性较差。光谱估计技术有能力减少这些影响,并提供稳定,准确的强度和相位估计。本文将先前开发的高度估计技术扩展到幅度和相位估计(APES)滤波器,并开发了一种使用线性预测滤波器的新技术。此外,将这三种技术扩展到运动目标指示(MTI)的沿航迹干涉相位稳定。定量结果表明,ape在偏倚和标准差方面表现最好。提出了沿轨迹干涉(ATI)和地形干涉图,直观地展示了性能的改进。
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