Multi-baseline phase unwrapping algorithm based on the unscented Kalman filter

作者:Xianming, X.*; Yiming, P.
来源:IET Radar Sonar and Navigation, 2011, 5(3): 296-304.
DOI:10.1049/iet-rsn.2010.0073

摘要

A new multi-baseline phase unwrapping algorithm based on the unscented Kalman filter (UKF) for SAR interferometry is proposed. This method is the result of combining a UKF with a path-following strategy and an omnidirectional local phase slope estimator. This technology simultaneously performs noise filtering and phase unwrapping by an optimal data fusion approach. In addition, phase slope will be directly estimated from the sample frequency spectrum of the complex interferogram, by which the underestimation of phase slope is overcome. Results obtained with synthetic and real data validate the effectiveness of the proposed method.