An Adaptive False Target Suppression and Radial Velocity Estimation Method of Moving Targets Based on Image-Domain for High-Resolution and Wide-Swath SAR

被引:3
|
作者
Ren, Yuwei [1 ,2 ]
Zheng, Mingjie [1 ]
Zhang, Lei [1 ]
Fan, Huaitao [1 ]
Xie, Yuhong [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Aerosp Informat Res, Dept Space Microwave Remote Sensing Syst, Beijing 100094, Peoples R China
[2] Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100039, Peoples R China
关键词
Estimation; Azimuth; Imaging; Channel estimation; Synthetic aperture radar; Image reconstruction; Target recognition; Azimuth multichannel (AMC); false target suppression; high-resolution and wide-swath (HRWS); moving target; radial velocity estimation; synthetic aperture radar (SAR); CHANNEL-CALIBRATION ALGORITHM; MULTICHANNEL SAR;
D O I
10.1109/TGRS.2024.3397006
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
For azimuth multichannel (AMC) high-resolution and wide-swath (HRWS) synthetic aperture radar (SAR) systems, nonuniformly sampled signals will lead to false targets appearing in the image, which has a great impact on image quality and target detection. Many spectrum reconstruction methods for stationary scenes have been proposed to obtain images without false targets, but it is ineffective for moving targets due to the phase error caused by radial velocity. To present the radial velocity effect on the reconstructed image clearly, we establish a precise relation between the characteristics (imaging position, residual RCM, and amplitude) of false targets and radial velocity from the Doppler domain perspective. According to the effect analysis, we propose an image-domain false target suppression and radial velocity estimation method for moving targets. First, obtain multiple images through imaging preprocessing. Second, estimate and compensate the phase error of false targets based on the least L-1 -norm optimization model to suppress false targets. Third, estimate the radial velocity of real moving targets based on the cross correlation method. Compared to the existing methods, the proposed method is processed in the image domain which has a high signal-to-noise ratio (SNR) with the advantages of not requiring recognition and extraction of targets, lower computational complexity, and applicability for slow targets, fast targets, and multiple targets of the same range cell. The simulated SAR data and GaoFen-3 SAR data are processed to demonstrate the effectiveness of the proposed method. Furthermore, the radial velocity estimation method is verified by automatic identification system (AIS) information.
引用
收藏
页码:1 / 18
页数:18
相关论文
共 48 条
  • [31] Target-Oriented High-Resolution and Wide-Swath Imaging with an Adaptive Receiving-Processing-Decision Feedback Framework
    Zhan, Xu
    Zhang, Xiaoling
    Zhang, Wensi
    Xu, Yuetonghui
    Shi, Jun
    Wei, Shunjun
    Zeng, Tianjiao
    APPLIED SCIENCES-BASEL, 2022, 12 (17):
  • [32] Study on coding scheme for space-pulse-phase-coding-based high-resolution and wide-swath SAR imaging
    Wang, Hanbing
    Zhang, Yuhong
    Xu, Jingwei
    Liao, Guisheng
    Zeng, Cao
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 41 (18) : 7186 - 7200
  • [33] Imaging for High-Resolution Wide-Swath Spaceborne SAR Using Cubic Filtering and NUFFT Based on Circular Orbit Approximation
    Zhao, Shuo
    Deng, Yunkai
    Wang, Robert
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 55 (02): : 787 - 800
  • [34] Moving Target Radial Velocity Estimation Method for HRWS SAR System Based on Subspace Projection
    Li, Boyu
    Sun, Guang-Cai
    Xing, Mengdao
    Chen, Xiaoxiang
    You, Dong
    Bao, Zheng
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [35] A 3D Blur Suppression Method for High-Resolution and Wide-Swath Blurred Images Based on Estimating and Eliminating Defocused Point Clouds
    Liu, Yuling
    Zhang, Fubo
    Chen, Longyong
    Jiang, Tao
    REMOTE SENSING, 2025, 17 (05)
  • [36] An Effective Clutter Suppression Approach Based on Null-Space Technique for the Space-Borne Multichannel in Azimuth High-Resolution and Wide-Swath SAR System
    Zhang, Shuangxi
    Jiang, Zheyi
    Chen, Junli
    Li, Shaojie
    Liu, Yanyang
    Guo, Rui
    Xing, Mengdao
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [37] A novel image formation algorithm for high-resolution wide-swath spaceborne SAR using compressed sensing on azimuth displacement phase center antenna
    Chen, Jie
    Gao, J.H.
    Zhu, Y.Q.
    Yang, W.
    Wang, P.B.
    Progress in Electromagnetics Research, 2012, 125 : 527 - 542
  • [38] A NOVEL IMAGE FORMATION ALGORITHM FOR HIGH-RESOLUTION WIDE-SWATH SPACEBORNE SAR USING COMPRESSED SENSING ON AZIMUTH DISPLACEMENT PHASE CENTER ANTENNA
    Chen, J.
    Gao, J. H.
    Zhu, Y. Q.
    Yang, W. .
    Wang, P. . B. .
    PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2012, 125 : 527 - 542
  • [39] A Two-Step Nonstop-and-Go Phase Compensation Method for Spaceborne SAR With High-Resolution High-Squint-Angle and Wide-Swath
    Wu, Yifan
    Huang, Lijia
    Zhang, Bingchen
    Zhong, Lihua
    Yin, Di
    Meng, Dadi
    Hu, Yuxin
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 865 - 879
  • [40] An Azimuth Signal-Reconstruction Method Based on Two-Step Projection Technology for Spaceborne Azimuth Multi-Channel High-Resolution and Wide-Swath SAR
    Li, Ning
    Zhang, Hanqing
    Zhao, Jianhui
    Wu, Lin
    Guo, Zhengwei
    REMOTE SENSING, 2021, 13 (24)