Joint Optimal and Adaptive 2-D Spatial Filtering Technique for FDA-MIMO SAR Deception Jamming Separation and Suppression

被引:13
作者
Lou, Mingyue [1 ]
Yang, Jianyu [1 ]
Li, Zhongyu [1 ]
Ren, Hang [1 ]
An, Hongyang [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 | 2022年 / 60卷
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Adaptive filtering; deception jamming; frequency diversity array (FDA); multiple-input multiple-output (MIMO); optimization problem; synthetic aperture radar (SAR); INTERFERENCE SUPPRESSION; RADAR; JAMMER; ARRAY; STAP;
D O I
10.1109/TGRS.2022.3221786
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
The existence of mainlobe deception jamming may seriously affect the information reconnaissance of synthetic aperture radar (SAR), resulting in unpredictable misjudgment. The similarity between deception jamming and real target scene in multiple domains brings excellent challenges to jamming detection and suppression. We find that the additional degrees of freedom (DOFs) brought by the multiple-input multiple-output (MIMO) frequency diversity array (FDA) system have unique advantages in solving this problem. Analysis proved that the coupling relationship of 2-D transmit-receive spatial frequency for the real target scene and the deception jamming is different. The 2-D transmit-receive spatial domain distribution of the real scene can be determined by the geometric configuration, while the distribution of deception jamming is inconsistent with the geometric position of the false targets due to the additional modulation. We proposed a joint optimal and adaptive 2-D spatial filtering technique based on this characteristic. The range-dependent phase of the echo is first compensated to separate the deception jamming from the real scene in the 2-D transmit-receive spatial domain. Then, jamming detection and localization are performed on the 2-D transmit-receive spatial spectrum. Adaptive covariance matrix estimation of the real target scene is performed from the range cells with no jamming detected. Afterward, the 2-D spatial filter is designed by solving a constrained optimization problem (COP) using the differential evolution (DE) algorithm based on the constrained dominance principle (CDP). Finally, jamming-free SAR imagery is obtained after processing all the pulses. The proposed technique exhibits sufficient performance in deception jamming rejection for SAR images, while the real target scene is almost undistorted. Simulation results are presented to demonstrate the performance of the proposed technique.
引用
收藏
页数:14
相关论文
共 2 条
  • [1] Range Ambiguous Clutter Suppression with Azimuth-Elevation 2D Joint FDA-MIMO STAP for Bistatic Space-Based Early Warning Radar
    Yang, Xingjia
    Qiu, Zizhou
    Duan, Keqing
    2024 IEEE RADAR CONFERENCE, RADARCONF 2024, 2024,
  • [2] Joint Clutter Suppression and Moving Target Indication in 2-D Azimuth Rotated Time Domain for Single-Channel Bistatic SAR
    Li, Junao
    Li, Zhongyu
    Yang, Qing
    Wang, Yahui
    Long, Jie
    Wu, Junjie
    Xia, Wei
    Yang, Jianyu
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61