Low-Complexity Forward-Looking Volumetric SAR for High Resolution 3-D Radar Imaging

被引:3
作者
Albaba, Adnan [1 ]
Bauduin, Marc [2 ]
Sahli, Hichem [1 ]
Bourdoux, Andre [2 ]
机构
[1] ETRO VUB, Imec Leuven, Leuven, Belgium
[2] Imec Leuven, Leuven, Belgium
来源
2023 IEEE RADAR CONFERENCE, RADARCONF23 | 2023年
关键词
Radar imaging; FL-SAR; DBS; synthetic aperture radar; angular resolution; MIMO; complexity reduction; backprojection; 3D image reconstruction; volumetric SAR;
D O I
10.1109/RADARCONF2351548.2023.10149651
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
In this paper, the three-dimensional (3-D) imaging problem of monostatic forward-looking synthetic aperture radar (FL-SAR) is analyzed. A 3-D guided-and-decimated back-projection (3-D GDBP) algorithm is proposed for reducing the computational complexity of 3-D FL-SAR image reconstruction. This is done by combining range and Doppler processing together with decimation along the slow-time samples and backprojection along the fast-time samples. In addition, the geometry and frequency-modulated continuous wave (FMCW) signal model for the 3-D FL-SAR problem are presented. Finally, the performance of the proposed method is tested and compared against the 3-D decimated backprojection algorithm.
引用
收藏
页数:6
相关论文
共 50 条
[31]   A Weighted Low-Rank and Sparse Constraint-Based Multichannel Radar Forward-Looking Imaging Method [J].
Tang, Junkui ;
Ran, Lei ;
Liu, Zheng ;
Xie, Rong ;
Liu, Yan ;
Han, Genquan .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 18 :12973-12987
[32]   3-D characterization of radar targets by means of ISAR/SAR near field imaging techniques [J].
John, Marc-Andre ;
Aulenbacher, Uwe ;
Inaebnit, Christian .
ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XIV, 2007, 6568
[33]   A W-Band 3-D Integrated Mini-SAR System With High Imaging Resolution on UAV Platform [J].
Ding, Man-Lai ;
Ding, Chi-Biao ;
Tang, Li ;
Wang, Xue-Mei ;
Qu, Jia-Meng ;
Wu, Rui .
IEEE ACCESS, 2020, 8 :113601-113609
[34]   High-Resolution 2D SAR Imaging by the Millimeter-Wave Automobile Radar [J].
Yamada, Hiroyoshi ;
Kobayashi, Takumi ;
Yamaguchi, Yoshio ;
Sugiyama, Yuuichi .
2017 IEEE CONFERENCE ON ANTENNA MEASUREMENTS & APPLICATIONS (CAMA), 2017, :149-150
[35]   Simultaneous Super-Resolution and Target Detection of Forward-Looking Scanning Radar via Low-Rank and Sparsity Constrained Method [J].
Li, Wenchao ;
Zhang, Wentao ;
Zhang, Qiping ;
Zhang, Yin ;
Huang, Yulin ;
Yang, Jianyu .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 58 (10) :7085-7095
[36]   Integration of mmWave FMCW Radar and Stereo Camera for 3-D Automotive SAR Imaging [J].
Lee, Hyokbeen ;
Kim, Duk-jin ;
Song, Juyoung ;
An, Sangho ;
Kim, Junwoo .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 74
[37]   3-D High-Resolution Imaging and Array Calibration of Ground-Based Millimeter-Wave MIMO Radar [J].
Xu, Gang ;
Chen, Yuzhi ;
Ji, Ang ;
Zhang, Bangjie ;
Yu, Chao ;
Hong, Wei .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2024, 72 (08) :4919-4931
[38]   Tensor RPCA for Downward-Looking 3-D SAR Imaging with Sparse Linear Array [J].
Zhang, Siqian ;
Yu, Meiting ;
Kuang, Gangyao .
PROCEEDINGS OF 2020 IEEE 15TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP 2020), 2020, :584-588
[39]   Sparse Decomposition-Based 3-D Super-Resolution Imaging in Millimeter Wave SAR [J].
Wang, Xin .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 74
[40]   Sparse Decomposition-Based 3-D Super-Resolution Imaging in Millimeter Wave SAR [J].
Wang, Xin .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 74