Extended Kalman Filter Phase Unwrapping Smooth Algorithm in InSAR Image

机译：扩展卡尔曼滤波相位展开insar图像中的平滑算法

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InSAR phase unwrapping is one of the key technologies in precise differential interferometry measurement. However, when the noise is more, wrapped phase easily make the unwrapping result's errors more. To solve this problem, phase error is compensated, and extended Kalman filter gain is limited within a certain range, error is suppressed in a relatively small area. Finally, extended Kalman filter smooth reduce the errors' spread. Using interference data of ESA ERS-1 satellite to do experiments, it show that this method is superior to least squares method, quality guided method and original Kalman filter method in unwrapping precision and quality, it has higher stability.

机译：INSAR相位展开是精确差动干涉测量测量中的关键技术之一。但是，当噪声更加时，包裹阶段容易使展开结果更多的错误。为了解决这个问题，补偿相位误差，并且扩展的卡尔曼滤波器增益在一定范围内有限，在相对较小的区域中被抑制错误。最后，扩展卡尔曼滤波器平稳地减少了错误的传播。使用ESASER-1卫星的干扰数据进行实验，表明该方法优于最小二乘法，质量引导方法和原装Kalman滤波方法在展开精度和质量，它具有更高的稳定性。

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《International Conference on Mechatronics and Information Technology》|2015年||共4页
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Man Yan; Lifen Wang;
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中图分类 TP3-53;
关键词
InSAR; Kalman filter smooth; Phase unwrapping; Extended Kalman filter;

机译：insar;卡尔曼滤波器平滑;相位展开;扩展卡尔曼滤波器;

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专利

1. WEIGHTED KALMAN FILTER PHASE UNWRAPPING ALGORITHM BASED ON INSAR IMAGE [J] . M.Yan, L.Wang Engineering Review . 2013,第3期

机译：基于InSAR图像的加权卡尔曼滤波相位展开算法
2. Multi-patch and centre-expansion algorithms for phase unwrapping of large InSAR images with dense residues [J] . ZHI-QIANG WEI, YA-QIU JIN International journal of remote sensing . 2010,第9a10期

机译：具有大残留量的InSAR大图像相位展开的多面片和中心扩展算法
3. An Optimized Algorithm for InSAR Phase Unwrapping Based on Particle Filtering, Matrix Pencil, and Region-Growing Techniques [J] . Martinez-Espla J. J., Martinez-Marin T., Lopez-Sanchez J. M. Geoscience and Remote Sensing Letters, IEEE . 2009,第4期

机译：基于粒子滤波，矩阵笔和区域增长技术的InSAR相位解包优化算法
4. Extended Kalman Filter Phase Unwrapping Smooth Algorithm in InSAR Image [C] . Man Yan, Lifen Wang International Conference on Mechatronics and Information Technology . 2015

机译：扩展卡尔曼滤波相位展开insar图像中的平滑算法
5. Restoration of spatially varying images using multiple model extended Kalman filters. [D] . Koch, Shlomo. 1992

机译：使用多个模型扩展的卡尔曼滤波器恢复空间变化的图像。
6. Extending the dynamic range of phase contrast magnetic resonance velocity imaging using advanced higher-dimensional phase unwrapping algorithms [O] . M.F Salfity, J.M Huntley, M.J Graves, 2006

机译：使用先进的高维相位展开算法扩展相位对比磁共振速度成像的动态范围
7. An optimized algorithm for InSAR phase unwrapping based on particle filtering, matrix pencil, and region-growing techniques [O] . Juan J. Martinez-espla, Tomas Martinez-marin, Juan M. Lopez-sanchez, 2009

机译：基于粒子滤波，矩阵笔和区域生长技术的InsaR相位展开优化算法
8. Development of Algorithms for Travel Time-Based Traffic Signal Timing, Phase I: A Hybrid Extended Kalman Filtering Approach for Traffic Density Estimation along Signalized Arterials [R] . Liu, H. X., Di, X. 2010

机译：基于行程时间的交通信号配时算法的发展，第一阶段：基于信号干线的交通密度估计的混合扩展卡尔曼滤波方法

Extended Kalman Filter Phase Unwrapping Smooth Algorithm in InSAR Image

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