一种基于频率估计改进的InSAR相位解缠算法
Improved method of phase unwrapping Base on Local Frequency Estimation in InSAR Technology
相位解缠作为InSAR数据处理的关键步骤,其结果直接影响了产品的精度和可靠性。而随着Tedem-X、TerraSAR等数据的广泛应用,影像的分辨率已能达到米级或亚米级。在高分辨率的干涉影像中,由于成像机制的原因,在包含城市建筑的区域中会产生大面积的叠掩。这些高密度的叠掩条纹往往会导致错误的解缠结果。因此本文提出了一种基于频率估计的建筑物叠掩相位去除的方法。方法通过二次频率估计来分离建筑物叠掩相位同时将其从干涉图中去除,以达到提高相位解缠精度的目的。通过模拟的TerraSAR-X高分数据对本文提出的方法进行试验验证。
bstract: In the signal processing of interferometric synthetic aperture radar (InSAR) data, phase unwrapping is a key step directly impact the accuracy and reliability of the products. With the wide application of SAR data such as TanDEM-X and TerraSAR-X, the resolution of the data have been able to reach to metric or submetric resolution. Interferograms of urban areas always have large layover in high-rise buildings areas due to the oblique side-looking configuration of SAR sensors. However, the traditional phase unwrapping procedure often performs incorrectly when it applies to urban areas because of the complex topography and discontinuities at building layover. In this paper, a novel method based on frequency estimation is proposed to improve the phase unwrapping step. A two-step method for estimating local frequencies is used for layover phase removal before phase unwrapping. The result of the unwrapping result with simulated images is presented to prove the potential of the method.
李志伟、朱珺、许兵
测绘学地球物理学
InSAR相位解缠局部频率估计
InSARPhase UnwrappingLocal Frequency Estimation
李志伟,朱珺,许兵.一种基于频率估计改进的InSAR相位解缠算法[EB/OL].(2017-05-16)[2025-08-11].http://www.paper.edu.cn/releasepaper/content/201705-942.点此复制
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