标题:Nonlinear Kalman filter phase unwrapping algorithm based on the terrain
作者:Yan, Man ;Hu, Defa
作者机构:[Yan, Man ] School of Computer Engineering, Weifang University, Weifang, Shandong, China;[Hu, Defa ] School of Computer and Information Engineering, H 更多
通讯作者:Yan, Man
来源:Computer Modelling and New Technologies
出版年:2014
卷:18
期:12
页码:240-244
摘要:Phase unwrapping is one of the key steps in InSAR data processing. In condition of steep terrain, excessive stripes reduce the conventional phase unwrapping algorithms' implement, resulting in error propagation of unwrapping phase. Therefore, this paper presented a nonlinear Kalman filter phase unwrapping algorithm based on terrain. This algorithm uses local fringe frequency estimation as input control variable. Chirp-Z transform is added into Fourier transform in local frequency estimation, and this improves the unwrapping result accuracy. Results obtained with simulated and real data validate effectiveness of proposed method through analyzing and comparing with Kalman filter method, nonlinear Kalman filter method and quality map guiding method.
收录类别:EI
资源类型:期刊论文
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