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
  • [21] A novel approach for wide-swath and high-resolution SAR image generation from distributed small spaceborne SAR systems
    Li, ZF
    Bao, Z
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (5-6) : 1015 - 1033
  • [22] Clutter suppression for multichannel synthetic aperture radar ground moving target indication system with the capability of high-resolution wide-swath imaging
    Hou, Lili
    Song, Hongjun
    Zheng, Mingjie
    Zhang, Lei
    Qi, Lijuan
    JOURNAL OF APPLIED REMOTE SENSING, 2015, 9
  • [23] Narrowband RFI Suppression on High-Resolution Wide-Swath SAR Systems via Low-Rank Recovery
    Huang, Yan
    Lan, Lvhongkang
    Xin, Yu
    Chen, Junli
    Liu, Yanyang
    Li, Jie
    2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 5137 - 5140
  • [24] ADAPTIVE SCAN-ON-RECEIVE BASED ON SPATIAL SPECTRAL ESTIMATION FOR HIGH-RESOLUTION, WIDE-SWATH SYNTHETIC APERTURE RADAR
    Bordoni, F.
    Younis, M.
    Varona, E. Makhoul
    Krieger, G.
    2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5, 2009, : 64 - 67
  • [25] Clutter-Cancellation-Based Channel Phase Bias Estimation Algorithm for Spaceborne Multichannel High-Resolution and Wide-Swath SAR
    Fang, Chao
    Liu, Yanyang
    Li, Zhenfang
    Yang, Taoli
    Chen, Junli
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 13 (09) : 1260 - 1264
  • [26] Unconventional Sources of Error in High-Resolution Wide-Swath SAR Systems based on Scan-On-Receive
    Bordoni, Federica
    Lind, David
    Jakobsson, Andreas
    Krieger, Gerhard
    13TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR, EUSAR 2021, 2021, : 1116 - 1119
  • [27] CEBRAS: CROSS ELEVATION BEAM RANGE AMBIGUITY SUPPRESSION FOR HIGH-RESOLUTION WIDE-SWATH AND MIMO-SAR IMAGING
    Krieger, G.
    Huber, S.
    Villano, M.
    Younis, M.
    Rommel, T.
    Dekker, P. Lopez
    de Almeida, F. Queiroz
    Moreira, A.
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 196 - 199
  • [28] Fast velocity estimation method for moving targets based on complex SAR image
    Pu, Na
    Li, Chunsheng
    Lin, Meng
    JOURNAL OF ENGINEERING-JOE, 2019, 2019 (19): : 5740 - 5743
  • [29] Velocity Estimation of Moving Targets Based on Least Square Fitting of High-resolution SAR Echo Sequences
    Wang Chao
    Wang Yanfei
    Wang Qi
    Zhan Xueli
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2019, 41 (05) : 1055 - 1062
  • [30] High-Resolution and Wide-Swath 3D Imaging for Urban Areas Based on Distributed Spaceborne SAR
    Yang, Yaqian
    Zhang, Fubo
    Tian, Ye
    Chen, Longyong
    Wang, Robert
    Wu, Yirong
    REMOTE SENSING, 2023, 15 (16)