Interferometric synthetic aperture radar terrain elevation mapping from multiple observations

D. Ghiglia, D. Wahl
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引用次数: 46

Abstract

All prior interferometric SAR imaging experiments to date dealt with pairwise processing. Simultaneous image collections from two antenna systems or two-pass single antenna collections are processed as interferometric pairs to extract corresponding pixel by pixel phase differences which encode terrain elevation height. The phase differences are wrapped values which must be unwrapped and scaled to yield terrain height. We propose two major classes of techniques that hold promise for robust multibaseline (multiple pair) interferometric SAR terrain elevation mapping. The first builds on the capability of a recently published method for robust weighted and unweighted least-squares phase unwrapping, while the second attacks the problem directly in a maximum likelihood (ML) formulation. We will provide several examples (actual and simulated SAR imagery) that illustrate the advantages and disadvantages of each method.<>
多观测干涉合成孔径雷达地形高程制图
迄今为止,所有先前的干涉SAR成像实验都是两两处理的。对两个天线系统同时采集的图像或两路单天线采集的图像进行干涉对处理,逐像元提取相应的地形图相位差。相位差是包裹的值,必须展开并缩放以获得地形高度。我们提出了两类主要的技术,有望实现鲁棒的多基线(多对)干涉SAR地形高程制图。第一种方法建立在最近发表的鲁棒加权和非加权最小二乘相位展开方法的基础上,而第二种方法直接采用最大似然(ML)公式来解决问题。我们将提供几个例子(实际和模拟的SAR图像)来说明每种方法的优点和缺点。
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