基于SBR算法的海面舰船尾迹SAR成像与GPU加速技术

      SAR imaging of ship wake on sea surface based on SBR algorithm and GPU acceleration technology

      • 摘要: 针对电大尺寸场景的电磁散射计算与合成孔径雷达(synthetic aperture radar, SAR)成像模拟问题,本文基于开尔文船行波和积分区域变换法实现海面直行与转向舰船尾迹的几何建模,并通过弹跳射线(shooting and bouncing ray, SBR)算法求解了所建模型电磁散射特性。在此基础上,通过距离频域相干叠加法将SBR算法电磁散射计算与SAR频域回波信号模型结合,实现了GPU多核并行加速的后向投影(back projection, BP)成像算法,并对回波信号进行了聚焦处理,得到了不同极化条件下海面舰船尾迹SAR图像,实现了电大尺寸复杂场景SAR图像的快速生成,运算时间相较单CPU多核并行的BP算法有较大提升,加速比达到了431.4。且生成的SAR图像能够清晰地呈现尾迹轮廓以及海面风向纹理等细节信息,具备较好的图像质量,充分体现出SBR多次散射对SAR图像质量的贡献。研究结果可为海面舰船尾迹智能识别探测等应用提供理论支撑。

         

        Abstract: Aiming at the problem of electromagnetic scattering calculation and synthetic aperture radar (SAR) imaging simulation of electrically large scenes, the geometric modeling of the wake of a straight and turning ship on the sea surface is realized based on the Kelvin ship wave and the integral domain transform method. The electromagnetic scattering characteristics of the built models are solved by using the SBR algorithm. On this basis, the shooting and bouncing ray(SBR) algorithm electromagnetic scattering calculation is combined with the SAR frequency domain echo signal model by the range-frequency domain coherent superposition method. The echo signal is focused by BP imaging algorithm based on GPU multi-core parallel acceleration, and then SAR images of ship wake on the sea surface under different polarization conditions are generated. As a result, the SAR image of electrically large complex scene can be quickly generated. The operation time is greatly improved compared with the single CPU multi-core parallel back projection(BP) algorithm, and the speedup reaches 431.4. The generated SAR image can clearly present the detail information such as the wake contour and the wind direction texture of the sea surface, and has good image quality. The contribution of SBR multiple scattering to SAR image quality is fully utilized. The research results can provide theoretical support for applications such as intelligent recognition and detection of ship wakes on the sea surface.

         

      /

      返回文章
      返回