SAR image geometry correction technology based on block parallel signal processing

Lei Li, Hui-Sung Hong
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Abstract

Abstract: To solve the complicated calculation problems of SAR (Synthetic Aperture Radar) image geometric correction, limited by low nonlinear reading and writing efficiency of massive data, and inability to meet real-time performance requirements, a SAR geometric correction technology based on block parallel is proposed, and the numerical boundary of nonlinear matrix projection geometric correction is derived firstly, which completes the accurate division of projection grid, and combines the full use of multi-core DSP (C6678) cache, Compared with the geometric correction CPU, the serial processing can achieve an acceleration ratio of 189.32, which is 45.8 times higher than the DSP based multi-point parallel projection, gets excellent acceleration performance.
基于分块并行信号处理的SAR图像几何校正技术
文摘:针对合成孔径雷达(SAR)图像几何校正计算复杂、海量数据非线性读写效率低、无法满足实时性要求等问题,提出了一种基于分块并行的SAR几何校正技术,首先推导了非线性矩阵投影几何校正的数值边界,完成了投影网格的精确划分;并结合多核DSP (C6678)缓存的充分利用,与几何校正CPU相比,串行处理可实现189.32的加速比,是基于DSP的多点并行投影的45.8倍,获得了优异的加速性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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