Time-Frequency-Space Steering Matrix-Based Left/Right Ambiguity Resolving for Dual-Channel Forward-Looking SAR Imaging

被引:3
作者
Chen, Rui [1 ]
Li, Wenchao [1 ]
Yang, Jianyu [1 ]
Li, Kefeng [1 ]
Zhang, Kun [1 ]
Wu, Junjie [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Informat & Commun Engn, Chengdu 611731, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2024年 / 62卷
基金
中国国家自然科学基金;
关键词
Dual-channel radar; forward-looking imaging; left/right ambiguity; time-frequency-space steering matrix; TARGET DETECTION; SCANNING RADAR; SUPERRESOLUTION; RESOLUTION;
D O I
10.1109/TGRS.2024.3460805
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
With the echo difference between different channels, the left/right ambiguity in single-channel forward-looking synthetic aperture radar (SAR) can be resolved using dual-channel radar. However, due to the restricted channel resources, existing methods have limited performance in resolving left/right ambiguity, especially in the area along the flight path. In this article, a novel left/right ambiguity resolving scheme is proposed to improve the imaging performance of dual-channel forward-looking SAR. In the scheme, the steering matrix considering the time-frequency-space information of echo was designed first, and the linear mapping equation between the echo and the original scene was established. Then, the regularized iterative adaptive approach (RIAA) is introduced to solve the equation, thereby achieving dual-channel forward-looking SAR left/right ambiguity resolving and superresolution imaging simultaneously and directly in the echo domain. At last, the simulated and experimental results were illustrated to demonstrate the effectiveness of the proposed scheme.
引用
收藏
页数:12
相关论文
共 40 条
[1]   Radar Forward-Looking Super-Resolution Imaging Algorithm of ITR-DTV Based on Renyi Entropy [J].
Bao, Min ;
Jia, Zhenhao ;
Yin, Xiaoning ;
Xing, Mengdao .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 :6148-6157
[2]  
[包敏 Bao Min], 2013, [电子与信息学报, Journal of Electronics & Information Technology], V35, P2857
[3]   High-Resolution Automotive Imaging Using MIMO Radar and Doppler Beam Sharpening [J].
Cassidy, Scott L. L. ;
Pooni, Sukhjit ;
Cherniakov, Mikhail ;
Hoare, Edward G. G. ;
Gashinova, Marina S. S. .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 59 (02) :1495-1505
[4]   Bayesian Forward-Looking Superresolution Imaging Using Doppler Deconvolution in Expanded Beam Space for High-Speed Platform [J].
Chen, Hongmeng ;
Li, Yachao ;
Gao, Wenquan ;
Zhang, Wenjie ;
Sun, Hanwei ;
Guo, Liang ;
Yu, Jizhou .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
[5]   MULTICHANNEL RADAR FORWARD LOOKING SUPERRESOLUTION IMAGING VIA ATOMIC NORM MINIMIZATION [J].
Chen, Rui ;
Li, Wenchao ;
Li, Kefeng ;
Yang, Jianyu ;
Huang, Yulin .
IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, :7918-7921
[6]   A Super-Resolution Scheme for Multichannel Radar Forward-Looking Imaging Considering Failure Channels and Motion Error [J].
Chen, Rui ;
Li, Wenchao ;
Li, Kefeng ;
Zhang, Yongchao ;
Yang, Jianyu .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
[7]   MIMO Radar Super-Resolution Imaging Based on Reconstruction of the Measurement Matrix of Compressed Sensing [J].
Ding, Jieru ;
Wang, Min ;
Kang, Hailong ;
Wang, Zhiyi .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
[8]   Forward-Looking Synthetic Aperture Radar (FLoSAR): The Array Approach [J].
Franceschetti, Giorgio ;
Iodice, Antonio ;
Riccio, Daniele .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2014, 11 (01) :303-307
[9]   Imaging for a Forward Scanning Automotive Synthetic Aperture Radar [J].
Gishkori, Shahzad ;
Daniel, Liam ;
Gashinova, Marina ;
Mulgrew, Bernard .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2019, 55 (03) :1420-1434
[10]   Maximum A Posteriori-Based Angular Superresolution for Scanning Radar Imaging [J].
Guan, Jinchen ;
Yang, Jianyu ;
Huang, Yulin ;
Li, Wenchao .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2014, 50 (03) :2385-2394