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JIA H W, WANG S F, WU Y, et al. SAR imaging of ship wake on sea surface based on SBR algorithm and GPU acceleration technology[J]. Chinese journal of radio science,xxxx,x(x): x-xx. (in Chinese). DOI: 10.12265/j.cjors.2024257
Citation: JIA H W, WANG S F, WU Y, et al. SAR imaging of ship wake on sea surface based on SBR algorithm and GPU acceleration technology[J]. Chinese journal of radio science,xxxx,x(x): x-xx. (in Chinese). DOI: 10.12265/j.cjors.2024257

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

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  • Received Date: December 15, 2024
  • Accepted Date: April 01, 2025
  • Available Online: April 01, 2025
  • 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.

  • [1]
    王运华,于越,张彦敏. 海面风浪SAR成像仿真研究[J]. 海洋湖沼通报,2019(6):41-47.
    [2]
    ZILMAN G,ZAPOLSKI A,MAROM M. On detectability of a ship's Kelvin wake in simulated SAR images of rough sea surface[J]. IEEE transactions on geoscience remote sensing,2015,53(2):609-619. doi: 10.1109/TGRS.2014.2326519
    [3]
    RIZAEV I G,ACHIM A. SynthWakeSAR:A synthetic SAR dataset for deep learning classification of ships at sea[J]. Remote sensing,2022,14(16):3999. doi: 10.3390/rs14163999
    [4]
    LIU Y F,ZHAO J,QIN Y. A novel technique for ship wake detection from optical images[J]. Remote sensing of environment,2021,258:112375. doi: 10.1016/j.rse.2021.112375
    [5]
    THOMSON W. On ship waves[J]. Proceedings of the institution of mechanical engineers,1887,38(1):409-434. doi: 10.1243/PIME_PROC_1887_038_028_02
    [6]
    OUMANSOUR K,WANG Y,SAILLARD J. Multifrequency SAR observation of a ship wake[J]. IEE proceedings-radar,sonar and navigation,1996,143(4):275-280. doi: 10.1049/ip-rsn:19960402
    [7]
    韦尹煜,吴振森,路越. 粗糙海面上舰船Kelvin尾迹的电磁散射仿真[J]. 电波科学学报,2016,31(3):438-442.
    [8]
    HE Y,XU L,HUO J,et al. A synthetic aperture radar imaging simulation method for sea surface scenes combined with electromagnetic scattering characteristics[J]. Remote sensing,2024,16(17):3335. doi: 10.3390/rs16173335
    [9]
    JENG S K,LEE S W,SHEN M H,et al. High frequency scattering from a ship at sea[C]//Proceedings of IEEE Antennas and Propagation Society International Symposium. IEEE,1993:1436-1439.
    [10]
    XU F,JIN Y Q. Bidirectional analytic ray tracing for fast computation of composite scattering from electric-large target over a randomly rough surface[J]. IEEE transactions on antennas and propagation,2009,57(5):1495-1505. doi: 10.1109/TAP.2009.2016691
    [11]
    WANG J K,ZHANG M,CHEN J L,et al. Application of facet scattering model in SAR imaging of sea surface waves with Kelvin wake[J]. Progress in electromagnetics research B,2016,67:107-120.
    [12]
    WANG J,GUO L,WEI Y,et al. Study on ship Kelvin wake detection in numerically simulated SAR images[J]. Remote sensing,2023,15(4):1089. doi: 10.3390/rs15041089
    [13]
    LIU P,JIN Y Q. A study of ship rotation effects on SAR image[J]. IEEE transactions on geoscience remote sensing,2017,55(6):3132-3144. doi: 10.1109/TGRS.2017.2662038
    [14]
    杨鹏举,贾浩文,吴瑞. 海面转向舰船尾迹的电磁散射建模与SAR成像模拟[J]. 电波科学学报,2025,40(1):124-131. doi: 10.12265/j.cjors.2024040

    YANG P J,JIA H W,WU R. Electromagnetic scattering modeling and SAR image simulation of a turning ship wake on sea surface[J]. Chinese journal of radio science,2025,40(1):124-131. (in Chinese) doi: 10.12265/j.cjors.2024040
    [15]
    郭立新,魏仪文. 复杂动态海面与目标电磁散射及回波仿真研究现状与展望[J]. 雷达学报,2023,12(1):76-109. doi: 10.12000/JR22202
    [16]
    WU K,JIN G,XIONG X,et al. SAR image simulation based on effective view and ray tracing[J]. Remote sensing,2022,14(22):5754. doi: 10.3390/rs14225754
    [17]
    邢孟道,马鹏辉,楼屹杉,等. 合成孔径雷达快速后向投影算法综述[J]. 雷达学报,2024,13(1):1-22. doi: 10.12000/JR23183
    [18]
    ZHANG L,LI H L,QIAO Z J,XU Z W. A fast BP algorithm with wavenumber spectrum fusion for high-resolution spotlight SAR imaging[J]. IEEE geoscience and remote sensing letters,2014,11(9):1460-1464. doi: 10.1109/LGRS.2013.2295326
    [19]
    闫佳楠,聂丁,张民. 转弯航行舰船开尔文尾迹散射特征研究[J]. 中国舰船研究,2023,18(4):129-139.
    [20]
    ELFOUHAILY T,CHAPRON B,KATSAROS K,et al. A unified directional spectrum for long and short wind-driven waves[J]. Journal of geophysical research,1997,102(C7):15781-15796. doi: 10.1029/97JC00467
    [21]
    MÖLLER T,TRUMBORE B. Fast,minimum storage ray-triangle intersection[J]. Journal of graphics tools,1997,2(1):21-28. doi: 10.1080/10867651.1997.10487468

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