A FAST FREQUENCY DOMAIN APPROACH BASED ON GAUSSIAN PRIOR FOR FORWARD-LOOKING SCANNING RADAR IMAGING

被引:0
|
作者
Yang, Shuifeng [1 ]
Shen, Jiahao [1 ]
Mao, Deqing [1 ]
Zhang, Yin [1 ,2 ]
Huang, Yulin [1 ,2 ]
Yang, Jianyu [1 ]
Yang, Jiaxin [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Informat & Commun Engn, Chengdu, Sichuan, Peoples R China
[2] UESTC, Yangtze Delta Reg Inst Quzhou, Quzhou, Zhejiang, Peoples R China
来源
2024 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2024) | 2024年
关键词
Forward-looking scanning radar; L-2; regularization; fast frequency domain approach; Gaussian prior;
D O I
10.1109/IGARSS53475.2024.10642938
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Real aperture radar (RAR) has a limited aperture of the antenna resulting in a low azimuthal resolution. To improve the azimuthal resolution, the L-2 regularization method is applied to the forward-looking scanning radar imaging. However, the traditional L-2 regularization method requires an inverse operation, which results in extremely low imaging efficiency. In this paper, we propose a fast frequency domain approach based on Gaussian prior for forward-looking scanning radar imaging. This method transforms the spatial domain inverse convolution problem to the frequency domain and avoids matrix inverse. The fast Fourier transform implementation greatly improves imaging efficiency. The simulation experiments demonstrate the effectiveness of the proposed method.
引用
收藏
页码:10479 / 10482
页数:4
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