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ZHONG Mingyuan, AN Hongyang, WU Junjie, et al. Azimuth multipulse complementary joint design for SAR anti-isrj and low sidelobe[J]. Journal of Radars, in press. doi: 10.12000/JR26123
Citation: ZHONG Mingyuan, AN Hongyang, WU Junjie, et al. Azimuth multipulse complementary joint design for SAR anti-isrj and low sidelobe[J]. Journal of Radars, in press. doi: 10.12000/JR26123

Azimuth Multipulse Complementary Joint Design for SAR Anti-ISRJ and Low Sidelobe

DOI: 10.12000/JR26123 CSTR: 32380.14.JR26123
Funds:  The National Natural Science Foundation of China (62431008, 62471098) , The Foundation of National Key Laboratory of Radar Detection and Sensing (2401074240410)
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  • To address the high imaging sidelobe levels associated with existing antijamming waveform design methods for Synthetic Aperture Radar (SAR) under Interrupted-Sampling Repeater Jamming (ISRJ), this paper exploits the degrees of freedom provided by coherent multipulse integration in SAR imaging. Multipulse complementarity enables simultaneous improvement of antijamming capability and low-sidelobe imaging performance. Specifically, an SAR Point Spread Function (PSF) signal model is first established for the azimuth multipulse complementary waveform mode. Based on this model, a nonconvex multiobjective joint optimization framework is developed to maximize jamming suppression and minimize PSF sidelobe levels. To solve this challenging optimization problem, a two-Dimensional Joint Optimization of Complementary waveforms for Anti-ISRJ (2D-JOCA) algorithm is proposed. By adopting an alternating iterative optimization framework, the algorithm decomposes the original problem into two subproblems—waveform and filter optimization—and achieves their cooperative design through closed-form updates. Experimental results demonstrate that, compared with the best results of existing traditional single-waveform antijamming methods, the proposed approach improves the jamming integrated level ratio and jamming peak level ratio by 12.85 and 3.83 dB, respectively, while reducing the integrated sidelobe ratio and peak sidelobe ratio by 24.96 and 11.40 dB, respectively. The proposed approach not only significantly enhances antijamming capability but also effectively suppresses range sidelobes and range–azimuth coupled sidelobes, thereby improving SAR imaging quality in complex electromagnetic interference environments.

     

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  • [1]
    . CURLANDER J C and MCDONOUGH R N. Synthetic Aperture Radar[M]. New York: Wiley, 1991.
    [2]
    杨建宇. 雷达对地成像技术多向演化趋势与规律分析[J]. 雷达学报, 2019, 8(6): 669–692. doi: 10.12000/JR19099.

    YANG Jianyu. Multi-directional evolution trend and law analysis of radar ground imaging technology[J]. Journal of Radars, 2019, 8(6): 669–692. doi: 10.12000/JR19099.
    [3]
    CHEN Jianlai, LI Mengliang, YU Hanwen, et al. Full-aperture processing of airborne microwave photonic SAR raw data[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 5218812. doi: 10.1109/TGRS.2023.3323947.
    [4]
    黄岩, 赵博, 陶明亮, 等. 合成孔径雷达抗干扰技术综述[J]. 雷达学报, 2020, 9(1): 86–106. doi: 10.12000/JR19113.

    HUANG Yan, ZHAO Bo, TAO Mingliang, et al. Review of synthetic aperture radar interference suppression[J]. Journal of Radars, 2020, 9(1): 86–106. doi: 10.12000/JR19113.
    [5]
    WANG Xuesong, LIU Jiancheng, ZHANG Wenming, et al. Mathematic principles of interrupted-sampling repeater jamming (ISRJ)[J]. Science in China Series F: Information Sciences, 2007, 50(1): 113–123. doi: 10.1007/s11432-007-2017-y.
    [6]
    ZHAO Bo, HUANG Lei, LI Jian, et al. Deceptive SAR jamming based on 1-bit sampling and time-varying thresholds[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(3): 939–950. doi: 10.1109/JSTARS.2018.2793247.
    [7]
    李永祯, 黄大通, 邢世其, 等. 合成孔径雷达干扰技术研究综述[J]. 雷达学报, 2020, 9(5): 753–764. doi: 10.12000/JR20087.

    LI Yongzhen, HUANG Datong, XING Shiqi, et al. A review of synthetic aperture radar jamming technique[J]. Journal of Radars, 2020, 9(5): 753–764. doi: 10.12000/JR20087.
    [8]
    王荣清, 谢旌阳, 田彪, 等. 联合干扰感知与参数估计的抗间歇采样转发干扰方法[J]. 雷达学报(中英文), 2024, 13(6): 1337–1354. doi: 10.12000/JR24153.

    WANG Rongqing, XIE Jingyang, TIAN Biao, et al. Integrated jamming perception and parameter estimation method for anti-interrupted sampling repeater jamming[J]. Journal of Radars, 2024, 13(6): 1337–1354. doi: 10.12000/JR24153.
    [9]
    万鹏程, 白渭雄, 付孝龙. 基于FrFT的LFM间歇采样转发干扰对抗方法[J]. 火力与指挥控制, 2018, 43(10): 35–39. doi: 10.3969/j.issn.1002-0640.2018.10.007.

    WAN Pengcheng, BAI Weixiong, and FU Xiaolong. Fractional Fourier transform-based LFM radars for countering interrupted-sampling repeater jamming[J]. Fire Control & Command Control, 2018, 43(10): 35–39. doi: 10.3969/j.issn.1002-0640.2018.10.007.
    [10]
    苏汉宁, 潘嘉蒙, 鲍庆龙, 等. 基于波形域的匹配滤波前抗间歇采样转发干扰方法[J]. 雷达学报(中英文), 2024, 13(1): 240–252. doi: 10.12000/JR23149.

    SU Hanning, PAN Jiameng, BAO Qinglong, et al. Anti-interrupted sampling repeater jamming method in the waveform domain before matched filtering[J]. Journal of Radars, 2024, 13(1): 240–252. doi: 10.12000/JR23149.
    [11]
    韩朝赟, 岑熙, 崔嘉禾, 等. 纹理异常感知SAR自监督学习干扰抑制方法[J]. 雷达学报, 2023, 12(1): 154–172. doi: 10.12000/JR22168.

    HAN Zhaoyun, CEN Xi, CUI Jiahe, et al. Self-supervised learning method for SAR interference suppression based on abnormal texture perception[J]. Journal of Radars, 2023, 12(1): 154–172. doi: 10.12000/JR22168.
    [12]
    HUANG Quan, WEI Shaopeng, and ZHANG Lei. Interpretable ADMM-CSNet for interrupted sampling repeater jamming suppression[J]. Digital Signal Processing, 2025, 156: 104850. doi: 10.1016/j.dsp.2024.104850.
    [13]
    HUANG Quan and ZHANG Lei. Interrupted sampling repeater jamming suppression using complex-valued FISTA-Net[J]. IEEE Transactions on Aerospace and Electronic Systems, 2026, 62: 3270–3286. doi: 10.1109/TAES.2025.3646182.
    [14]
    LV Qinzhe, QUAN Yinghui, SHA Minghui, et al. Deep neural network-based interrupted sampling deceptive jamming countermeasure method[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15: 9073–9085. doi: 10.1109/JSTARS.2022.3214969.
    [15]
    周畅, 汤子跃, 余方利, 等. 基于脉内正交的抗间歇采样转发干扰方法[J]. 系统工程与电子技术, 2017, 39(2): 269–276. doi: 10.3969/j.issn.1001-506X.2017.02.06.

    ZHOU Chang, TANG Ziyue, YU Fangli, et al. Anti intermittent sampling repeater jamming method based on intrapulse orthogonality[J]. Systems Engineering and Electronics, 2017, 39(2): 269–276. doi: 10.3969/j.issn.1001-506X.2017.02.06.
    [16]
    刘智星, 杜思予, 吴耀君, 等. 脉间-脉内捷变频雷达抗间歇采样干扰方法[J]. 雷达学报, 2022, 11(2): 301–312. doi: 10.12000/JR22001.

    LIU Zhixing, DU Siyu, WU Yaojun, et al. Anti-interrupted sampling repeater jamming method for interpulse and intrapulse frequency-agile radar[J]. Journal of Radars, 2022, 11(2): 301–312. doi: 10.12000/JR22001.
    [17]
    王晓戈, 李槟槟, 陈辉, 等. 基于脉内频率编码联合调频斜率捷变波形的ISRJ对抗方法[J]. 雷达学报(中英文), 2024, 13(5): 1019–1036. doi: 10.12000/JR24046.

    WANG Xiaoge, LI Binbin, CHEN Hui, et al. Anti-ISRJ method based on intrapulse frequency-coded joint frequency modulation slope agile radar waveform[J]. Journal of Radars, 2024, 13(5): 1019–1036. doi: 10.12000/JR24046.
    [18]
    WANG Yi, YU Xianxiang, YANG Jing, et al. Cognitive radar subpulses waveform design via online greedy search[J]. IEEE Transactions on Signal Processing, 2025, 73: 1122–1137. doi: 10.1109/TSP.2025.3543868.
    [19]
    ZHOU Kai, LI Dexin, SU Yi, et al. Joint design of transmit waveform and mismatch filter in the presence of interrupted sampling repeater jamming[J]. IEEE Signal Processing Letters, 2020, 27: 1610–1614. doi: 10.1109/LSP.2020.3021667.
    [20]
    周凯, 何峰, 粟毅. 一种快速抗间歇采样转发干扰波形和滤波器联合设计算法[J]. 雷达学报, 2022, 11(2): 264–277. doi: 10.12000/JR22015.

    ZHOU Kai, HE Feng, and SU Yi. Fast algorithm for joint waveform and filter design against interrupted sampling repeater jamming[J]. Journal of Radars, 2022, 11(2): 264–277. doi: 10.12000/JR22015.
    [21]
    QIU Xiangfeng, ZHANG Xinyu, JIANG Weidong, et al. Transmit-receive joint optimization method for target measurement under interrupted sampling repeater jamming scenarios[J]. IEEE Transactions on Instrumentation and Measurement, 2025, 74: 8505218. doi: 10.1109/TIM.2025.3553247.
    [22]
    ZHOU Kai, LI Dexin, QUAN Sinong, et al. SAR waveform and mismatched filter design for countering interrupted-sampling repeater jamming[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5214514. doi: 10.1109/TGRS.2021.3107328.
    [23]
    ZHOU Kai, SU Yi, WANG Daoyou, et al. Improved SAR interrupted-sampling repeater jamming countermeasure based on waveform agility and mismatched filter design[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 5206916. doi: 10.1109/TGRS.2023.3270351.
    [24]
    王福来, 庞晨, 殷加鹏, 等. 一种多普勒容忍的抗间歇采样转发干扰恒模互补波形和接收滤波器联合设计方法[J]. 雷达学报, 2022, 11(2): 278–288. doi: 10.12000/JR22020.

    WANG Fulai, PANG Chen, YIN Jiapeng, et al. Joint design of Doppler-tolerant complementary sequences and receiving filters against interrupted sampling repeater jamming[J]. Journal of Radars, 2022, 11(2): 278–288. doi: 10.12000/JR22020.
    [25]
    徐嘉臻, 杨威, 杨晨, 等. 抗转发干扰的完全互补码波形和接收滤波器联合设计[J]. 雷达科学与技术, 2025, 23(2): 150–157. doi: 10.3969/j.issn.1672-2337.2025.02.005.

    XU Jiazhen, YANG Wei, YANG Chen, et al. Joint design of complete complementary code waveform and receiving filters against sampling repeater jamming[J]. Radar Science and Technology, 2025, 23(2): 150–157. doi: 10.3969/j.issn.1672-2337.2025.02.005.
    [26]
    VESPE M and GREIDANUS H. SAR image quality assessment and indicators for vessel and oil spill detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(11): 4726–4734. doi: 10.1109/TGRS.2012.2190293.
    [27]
    XIANG Deliang, LI Wenhang, SUN Xiaokun, et al. Sidelobe suppression for high-resolution SAR imagery based on spectral reshaping and feature statistical difference[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 5211314. doi: 10.1109/TGRS.2024.3394405.
    [28]
    WU Youming, FU Kun, DIAO Wenhui, et al. Range sidelobe suppression approach for SAR images using chaotic FM signals[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5219915. doi: 10.1109/TGRS.2021.3137903.
    [29]
    TAN Youshan, AN Hongyang, LI Zhongyu, et al. Complementary waveform design for SAR range sidelobe suppression[J]. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63: 5205011. doi: 10.1109/TGRS.2025.3542836.
    [30]
    SUN Ying, BABU P, and PALOMAR D P. Majorization-minimization algorithms in signal processing, communications, and machine learning[J]. IEEE Transactions on Signal Processing, 2017, 65(3): 794–816. doi: 10.1109/TSP.2016.2601299.
    [31]
    BOYD S, PARIKH N, CHU E, et al. Distributed optimization and statistical learning via the alternating direction method of multipliers[J]. Foundations and Trends in Machine Learning, 2011, 3(1): 1–122. doi: 10.1561/2200000016.
    [32]
    BOLTE J, SABACH S, and TEBOULLE M. Proximal alternating linearized minimization for nonconvex and nonsmooth problems[J]. Mathematical Programming, 2014, 146(1/2): 459–494. doi: 10.1007/s10107-013-0701-9.
    [33]
    LI Ningning, WANG Zan, WEI Tingting, et al. 2D-ISRJ suppression in synthetic aperture radar data via a three-step approach: Detection, location, and mitigation[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18: 21653–21671. doi: 10.1109/JSTARS.2025.3599628.
    [34]
    LEI Songlin, LU Dongdong, QIU Xiaolan, et al. SRSDD-v1.0: A high-resolution SAR rotation ship detection dataset[J]. Remote Sensing, 2021, 13(24): 5104. doi: 10.3390/rs13245104.
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