A Fast BP Algorithm With Wavenumber Spectrum Fusion for High-Resolution Spotlight SAR Imaging

被引:81
|
作者
Zhang, Lei [1 ]
Li, Hao-lin [1 ]
Qiao, Zhi-jun [2 ]
Xu, Zhi-wei [1 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
[2] Univ Texas Pan Amer, Dept Math, Edinburg, TX 78539 USA
基金
中国国家自然科学基金;
关键词
Accelerated fast BP (AFBP); fast backprojection (FBP); fast factorized backprojection (FFBP); SYNTHETIC-APERTURE RADAR; BACK-PROJECTION;
D O I
10.1109/LGRS.2013.2295326
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This letter presents the accelerated fast backprojection (AFBP) algorithm for high-resolution spotlight synthetic aperture radar (SAR) imaging. In conventional fast backprojection (FBP) algorithms, image-domain interpolation is employed in the subaperture (SA) fusion. However, in AFBP, by using a unified polar coordinate (UPC) system, the interpolation-based fusion is substituted by fusing the SA spectra in the wavenumber (WN) spectrum domain. The WN-domain SA fusion is efficiently implemented by fast Fourier transform and circular shifting. In this letter, an accurate impulse response function and the WN spectrum expression of the backprojected image in the UPC are explicitly derived, and furthermore, the implementations of AFBP are investigated in detail. Compared with conventional FBP algorithms, the AFBP can precisely focus on high-resolution SAR data with dramatically improved efficiency. Both simulation and real-measured data experiments validate the superiorities of AFBP by comparing it with the fast factorization backprojection (FFBP) algorithm.
引用
收藏
页码:1460 / 1464
页数:5
相关论文
共 50 条
  • [1] Cartesian Factorized Backprojection Algorithm for High-Resolution Spotlight SAR Imaging
    Dong, Qi
    Sun, Guang-Cai
    Yang, Zemin
    Guo, Liang
    Xing, Mengdao
    [J]. IEEE SENSORS JOURNAL, 2018, 18 (03) : 1160 - 1168
  • [2] MODIFIED NCS ALGORITHM FOR HIGH-RESOLUTION SPACEBORNE SPOTLIGHT SAR IMAGING
    Li, Xueping
    Wang, Yunxia
    Zhang, Shunsheng
    [J]. 2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 571 - 574
  • [3] A Fast Back-Projection SAR Imaging Algorithm Based on Wavenumber Spectrum Fusion for High Maneuvering Platforms
    Guo, Yuan
    Suo, Zhiyong
    Jiang, Penghui
    Li, Han
    [J]. REMOTE SENSING, 2021, 13 (09)
  • [4] GPU-Based FFBP Algorithm for High-Resolution Spotlight SAR Imaging
    Ge, Beibei
    Chen, Leping
    An, Daoxiang
    Zhou, Zhimin
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2017,
  • [5] A coordinate-transform based FFBP algorithm for high-resolution spotlight SAR imaging
    YANG ZeMin
    XING MengDao
    ZHANG Lei
    BAO Zheng
    [J]. Science China(Information Sciences), 2015, 58 (02) : 31 - 41
  • [6] A coordinate-transform based FFBP algorithm for high-resolution spotlight SAR imaging
    Yang ZeMin
    Xing MengDao
    Zhang Lei
    Bao Zheng
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2015, 58 (02) : 1 - 11
  • [7] Integrating Autofocus Techniques With Fast Factorized Back-Projection for High-Resolution Spotlight SAR Imaging
    Zhang, Lei
    Li, Hao-lin
    Qiao, Zhi-jun
    Xing, Meng-dao
    Bao, Zheng
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (06) : 1394 - 1398
  • [8] Fast overlapped subaperture algorithm for high-squint spotlight SAR imaging
    Wang, Yan
    Ding, Zegang
    Liu, Minkun
    Zeng, Tao
    Long, Teng
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 41 (16) : 6051 - 6070
  • [9] An improved imaging algorithm for spaceborne MAPs sliding spotlight SAR with high-resolution wide-swath capability
    Kuang Hui
    Chen Jie
    Yang Wei
    Liu Wei
    [J]. Chinese Journal of Aeronautics., 2015, 28 (04) - 1188
  • [10] An Improved Imaging Algorithm for High-Resolution Spotlight SAR with Continuous PRI Variation Based on Modified Sinc Interpolation
    Chen, Shiyang
    Huang, Lijia
    Qiu, Xiaolan
    Shang, Mingyang
    Han, Bing
    [J]. SENSORS, 2019, 19 (02)