An Efficient Radio Frequency Interference Mitigation Algorithm in Real Synthetic Aperture Radar Data

被引:40
|
作者
Huang, Yan [1 ,2 ]
Chen, Zhanye [3 ]
Wen, Cai [4 ]
Li, Jie [5 ]
Xia, Xiang-Gen [6 ]
Hong, Wei [1 ,2 ]
机构
[1] Southeast Univ, Sch Informat Sci & Engn, State Key Lab Millimeter Waves, Nanjing 210096, Peoples R China
[2] Purple Mt Lab, Nanjing 211100, Peoples R China
[3] Chongqing Univ, Sch Microelect & Commun Engn, Chongqing 400044, Peoples R China
[4] Northwest Univ, Sch Informat Sci & Technol, Xian 710712, Peoples R China
[5] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing 210016, Peoples R China
[6] Univ Delaware, Dept Elect & Comp Engn, Newark, DE 19716 USA
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Synthetic aperture radar; Wideband; Narrowband; Interference; Radar polarimetry; Sparse matrices; Time-frequency analysis; Alternating projection (AP) algorithm; radio frequency interference (RFI) mitigation; synthetic aperture radar (SAR); NARROW-BAND; RFI SUPPRESSION;
D O I
10.1109/TGRS.2022.3155068
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
As a wideband radar system, a synthetic aperture radar (SAR) may conflict with several electromagnetic systems, such as frequency modulation (FM), TV, and other communication systems. These signals, termed as radio frequency interference (RFI), may severely interfere SAR systems from generating a high-resolution image. Numerous previous researches focused on the RFI suppression problem, among which the semiparametric methods have been verified to have the state-of-the-art performance. However, most of the semiparametric methods are computationally expensive and can hardly be used on wide-swath SAR imaging processing. In this article, an efficient semiparametric algorithm is proposed to suppress RFIs via alternating projections. It has comparable performance as the other methods but significantly improves the computational efficiency a lot. It is able to remove both narrowband and wideband RFIs and can be used directly on the Level-1 SAR data. Finally, multiple real SAR data are provided to demonstrate the effectiveness and efficiency of the proposed algorithm.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Mitigation of Radio Frequency Interference in Synthetic Aperture Radar Data: Current Status and Future Trends
    Tao, Mingliang
    Su, Jia
    Huang, Yan
    Wang, Ling
    [J]. REMOTE SENSING, 2019, 11 (20)
  • [2] RADIO FREQUENCY INTERFERENCE IN SYNTHETIC APERTURE RADAR IMAGES
    Sorensen, K. Aa
    Heiselberg, P.
    Kusk, A.
    Heiselberg, H.
    [J]. IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 2145 - 2148
  • [3] Radio Frequency Interference Mitigation in Synthetic Aperture Radar Data Based on Instantaneous Spectrum Forward Consecutive Mean Excision
    Wang, Zijian
    Yu, Wenbo
    Li, Jiamu
    Yu, Zhongjun
    Zhao, Yao
    Luo, Yunhua
    [J]. REMOTE SENSING, 2024, 16 (01)
  • [4] Digital beamforming for radio frequency interference suppression in synthetic aperture radar
    Bollian, Tobias
    [J]. DLR Deutsches Zentrum fur Luft- und Raumfahrt e.V. - Forschungsberichte, 2019, 2019-January (32): : 1 - 203
  • [5] Radio-Frequency Interference Detection and Mitigation Algorithms for Synthetic Aperture Radiometers
    Camps, Adriano
    Gourrion, Jerome
    Miguel Tarongi, Jose
    Vall Llossera, Mercedes
    Gutierrez, Antonio
    Barbosa, Jose
    Castro, Rita
    [J]. ALGORITHMS, 2011, 4 (03): : 155 - 182
  • [6] Correction and Characterization of Radio Frequency Interference Signatures in L-Band Synthetic Aperture Radar Data
    Meyer, Franz J.
    Nicoll, Jeremy B.
    Doulgeris, Anthony P.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2013, 51 (10): : 4961 - 4972
  • [7] Wideband Interference Mitigation for Synthetic Aperture Radar Data Based on Variational Bayesian Inference
    Ding, Yi
    Fan, Weiwei
    Zhou, Feng
    [J]. 2020 XXXIIIRD GENERAL ASSEMBLY AND SCIENTIFIC SYMPOSIUM OF THE INTERNATIONAL UNION OF RADIO SCIENCE, 2020,
  • [8] Wideband Interference Mitigation in High-Resolution Airborne Synthetic Aperture Radar Data
    Tao, Mingliang
    Zhou, Feng
    Zhang, Zijing
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (01): : 74 - 87
  • [9] Wideband Interference Mitigation for Synthetic Aperture Radar Data Based on Adaptive Compressed Sampling
    Li, Guojing
    Liu, Guozhu
    Ye, Wei
    Kong, Shuya
    Bo, Yuan
    [J]. PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY (FMSMT 2017), 2017, 130 : 1603 - 1606
  • [10] Radio Frequency Interference Mitigation for Synthetic Aperture Radar Based on the Time-Frequency Constraint Joint Low-Rank and Sparsity Properties
    Ding, Yi
    Fan, Weiwei
    Zhang, Zijing
    Zhou, Feng
    Lu, Bingbing
    [J]. REMOTE SENSING, 2022, 14 (03)