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Optimal Baseline Design for Multibaseline InSAR Phase Unwrapping

机译:多基线InSAR相位展开的最佳基线设计

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Multibaseline (MB) synthetic aperture radar interferometry (InSAR) has the potential to improve the traditional single-baseline InSAR from the ill-posed problem to the well-posed problem. It is because MB InSAR phase unwrapping (PU) can take advantage of the baseline diversity to significantly increase the ambiguity intervals of interferometric phases, so it completely overcomes the limitation of the phase continuity assumption. However, due to the mathematical foundation of most of the MB PU methods, i. e., the Chinese remainder theorem (CRT), has poor measurement bias robustness (measurement bias could be caused by surface deformation, atmospheric artifact, and phase noise), CRT is sensitive to the normal baseline length. In other words, even if we choose the same CRT-based MB PU method, different system baseline lengths could result in different PU performances. Therefore, how to choose the baseline lengths to optimize CRT performance is crucial to all the CRT-based MB PU methods. In this paper, a nonlinear mixedinteger programming-based baseline design criterion (referred to NIP criterion) is proposed to maximize the measurement bias tolerance of the CRT-based MB PU. The optimality condition of the NIP criterion quantitatively provides important instructions for the CRT-based MB PU applications and offers significant guidance in the development of the practical MB InSAR system. The experiment results are shown to verify the effectiveness of the NIP criterion by using three representative CRT-based MB PU methods.
机译:多基线(MB)合成孔径雷达干涉测量(InSAR)具有将传统的单基线InSAR从不适定问题改善到适定问题的潜力。因为MB InSAR相位展开(PU)可以利用基线分集来显着增加干涉相的模糊度间隔,所以它完全克服了相位连续性假设的局限性。但是,由于大多数MB PU方法的数学基础,即例如,中国余数定理(CRT)的测量偏差稳健性较差(测量偏差可能由表面变形,大气伪影和相位噪声引起),CRT对正常基线长度敏感。换句话说,即使我们选择相同的基于CRT的MB PU方法,不同的系统基线长度也可能导致不同的PU性能。因此,对于所有基于CRT的MB PU方法而言,如何选择基线长度以优化CRT性能至关重要。本文提出了一种基于非线性混合整数规划的基线设计准则(称为NIP准则),以最大化基于CRT的MB PU的测量偏差容限。 NIP标准的最佳条件定量地为基于CRT的MB PU应用提供了重要的指导,并为实际的MB InSAR系统的开发提供了重要的指导。实验结果表明,使用三种基于CRT的MB PU方法可以验证NIP准则的有效性。

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