Airborne Multi-Channel Forward-Looking Radar Super-Resolution Imaging Using Improved Fast Iterative Interpolated Beamforming Algorithm

被引:0
作者
Liu, Ke [1 ]
Li, Yueli [1 ]
Xu, Zhou [2 ,3 ]
Zhou, Zhuojie [1 ]
Jin, Tian [1 ]
机构
[1] Natl Univ Def Technol, Coll Elect Sci & Technol, 109 Ya Rd, Changsha 410073, Peoples R China
[2] Natl Univ Def Technol, Coll Elect Engn, Hefei 230037, Peoples R China
[3] Natl Univ Def Technol, Coll Meteorol & Oceanog, 109 Ya Rd, Changsha 410073, Peoples R China
基金
中国国家自然科学基金;
关键词
forward-looking imaging; super-resolution; fast iterative interpolated beamforming (FIIB); multi-channel;
D O I
10.3390/rs16224121
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Radar forward-looking imaging is critical in many civil and military fields, such as aircraft landing, autonomous driving, and geological exploration. Although the super-resolution forward-looking imaging algorithm based on spectral estimation has the potential to discriminate multiple targets within the same beam, the estimation of the angle and magnitude of the targets are not accurate due to the influence of sidelobe leakage. This paper proposes a multi-channel super-resolution forward-looking imaging algorithm based on the improved Fast Iterative Interpolated Beamforming (FIIB) algorithm to solve the problem. First, the number of targets and the coarse estimates of angle and magnitude are obtained from the iterative adaptive approach (IAA). Then, the accurate estimates of angle and magnitude are achieved by the strategy of iterative interpolation and leakage subtraction in FIIB. Finally, a high-resolution forward-looking image is obtained through non-coherent accumulation. The simulation results of point targets and scenes show that the proposed algorithm can distinguish multiple targets in the same beam, effectively improve the azimuthal resolution of forward-looking imaging, and attain the accurate reconstruction of point targets and the contour reconstruction of extended targets.
引用
收藏
页数:18
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