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Airborne Circular Flight Array SAR 3-D Imaging Algorithm of Buildings Based on Layered Phase Compensation in the Wavenumber Domain
被引:5
|作者:
Li, Zhenhua
Zhang, Fubo
Wan, Yangliang
Chen, Longyong
[1
]
Wang, Dawei
Yang, Ling
机构:
[1] Chinese Acad Sci, Aerosp Informat Res Inst, Natl Key Lab Microwave Imaging Technol, Beijing 100190, Peoples R China
来源:
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
|
2023年
/
61卷
关键词:
3-D reconstruction;
backprojection (BP) algorithm;
circular flight array synthetic aperture radar (CFASAR);
compressed sensing (CS);
layered focusing;
wavenumber domain;
RECONSTRUCTION;
TOMOGRAPHY;
D O I:
10.1109/TGRS.2023.3300020
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:
Circular synthetic aperture radar (CSAR) offers multiangle scattering for strong directional targets, benefiting urban surveying. However, the CSAR 3-D imaging of buildings is difficult. The reference height mismatch problem during imaging can lead to a defocused target, and a significant layover phenomenon exists in urban environments. To solve these problems and realize the CSAR 3-D imaging of buildings, this study adopts the airborne circular flight array synthetic aperture radar (CFASAR) system for data acquisition and proposes a 3-D processing method for airborne CFASAR based on layered phase compensation in the wavenumber domain. CFASAR has advantages over single-baseline and multibaseline CSAR, as 3-D imaging is independent of target azimuth scattering consistency and reduces flight experiment complexity. 3-D imaging of buildings consists of two key steps: layered focusing based on phase compensation in the wavenumber domain and super-resolution imaging, which solves the defocusing problem and contributes to high-dimensional resolution. Compared with the traditional layered backprojection (BP) imaging, the layered focusing method based on phase compensation in the wavenumber domain has a lower computational complexity. Layered focusing combined with super-resolution processing effectively suppresses conical sidelobes, addresses layover issues, and establishes an accurate 3-D scattering model. The proposed method was validated using X-band airborne CFASAR data obtained in Rizhao, Shandong Province, China, in 2021. The experimental results indicate that the proposed method has low time complexity, and it can effectively suppress the conical sidelobe of CSAR and realize high-quality 3-D reconstruction of buildings.
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页数:12
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