Precise Aperture-Dependent Motion Compensation with Frequency Domain Fast Back-Projection Algorithm
AbstractPrecise azimuth-variant motion compensation (MOCO) is an essential and difficult task for high-resolution synthetic aperture radar (SAR) imagery. In conventional post-filtering approaches, residual azimuth-variant motion errors are generally compensated through a set of spatial post-filters, where the coarse-focused image is segmented into overlapped blocks concerning the azimuth-dependent residual errors. However, image domain post-filtering approaches, such as precise topography- and aperture-dependent motion compensation algorithm (PTA), have difficulty of robustness in declining, when strong motion errors are involved in the coarse-focused image. In this case, in order to capture the complete motion blurring function within each image block, both the block size and the overlapped part need necessary extension leading to degeneration of efficiency and robustness inevitably. Herein, a frequency domain fast back-projection algorithm (FDFBPA) is introduced to deal with strong azimuth-variant motion errors. FDFBPA disposes of the azimuth-variant motion errors based on a precise azimuth spectrum expression in the azimuth wavenumber domain. First, a wavenumber domain sub-aperture processing strategy is introduced to accelerate computation. After that, the azimuth wavenumber spectrum is partitioned into a set of wavenumber blocks, and each block is formed into a sub-aperture coarse resolution image via the back-projection integral. Then, the sub-aperture images are straightforwardly fused together in azimuth wavenumber domain to obtain a full resolution image. Moreover, chirp-Z transform (CZT) is also introduced to implement the sub-aperture back-projection integral, increasing the efficiency of the algorithm. By disusing the image domain post-filtering strategy, robustness of the proposed algorithm is improved. Both simulation and real-measured data experiments demonstrate the effectiveness and superiority of the proposal. View Full-Text
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Zhang, M.; Wang, G.; Zhang, L. Precise Aperture-Dependent Motion Compensation with Frequency Domain Fast Back-Projection Algorithm. Sensors 2017, 17, 2454.
Zhang M, Wang G, Zhang L. Precise Aperture-Dependent Motion Compensation with Frequency Domain Fast Back-Projection Algorithm. Sensors. 2017; 17(11):2454.Chicago/Turabian Style
Zhang, Man; Wang, Guanyong; Zhang, Lei. 2017. "Precise Aperture-Dependent Motion Compensation with Frequency Domain Fast Back-Projection Algorithm." Sensors 17, no. 11: 2454.