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WEI Jia, NING Chen, KONG Zicheng, et al. Fast sidelobe suppression for moving targets in random frequency and pulse interval agile radars[J]. Journal of Radars, in press. doi: 10.12000/JR26049
Citation: WEI Jia, NING Chen, KONG Zicheng, et al. Fast sidelobe suppression for moving targets in random frequency and pulse interval agile radars[J]. Journal of Radars, in press. doi: 10.12000/JR26049

Fast Sidelobe Suppression for Moving Targets in Random Frequency and Pulse Interval Agile Radars

DOI: 10.12000/JR26049 CSTR: 32380.14.JR26049
Funds:  The National Natural Science Foundation of China (62371049), Foundation of National Key Laboratory of Space-Based Intelligent Information Processing (TJ-01-22-02, TJ-01-25-06)
More Information
  • Corresponding author: TIAN Jing, tianjing1114@hotmail.com
  • Received Date: 2026-02-13
  • Rev Recd Date: 2026-05-08
  • Available Online: 2026-05-11
  • Random Frequency and Pulse interval Agile (RFPA) radars can achieve high range resolution using a synthesized wide bandwidth. However, Range Cell Migration (RCM) occurs for moving targets during long coherent integration, and the inherent randomly fluctuating high sidelobes pose a significant challenge for RFPA radars. To address these issues and enhance target detection and estimation performance, a Windowed Iterative Adaptive Approach based on the Non-Uniform Keystone Transform (NUKT-WIAA) is proposed. First, a NUKT is employed to correct the RCM caused by moving targets, effectively concentrating most of the target energy. An IAA is then applied to the NUKT results within a rectangular processing window centered on each range-Doppler cell to achieve fast sidelobe suppression of RFPA signals. A strong scatterer selection strategy is implemented during iterations to enhance the computational efficiency of the covariance matrix, thereby reducing the overall computational complexity of the proposed algorithm. Simulation results reveal that NUKT-WIAA can simultaneously achieve migration correction and sidelobe suppression for moving targets across various scenarios, multiple point targets, range-spread targets, and environments with continuous strong clutter while maintaining low computational complexity and memory usage.

     

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  • [1]
    崔国龙, 樊涛, 孔昱凯, 等. 机载雷达脉间波形参数伪随机跳变技术[J]. 雷达学报, 2022, 11(2): 213–226. doi: 10.12000/JR21189.

    CUI Guolong, FAN Tao, KONG Yukai, et al. Pseudo-random agility technology for interpulse waveform parameters in airborne radar[J]. Journal of Radars, 2022, 11(2): 213–226. doi: 10.12000/JR21189.
    [2]
    董淑仙, 吴耀君, 方文, 等. 频率捷变雷达联合模糊C均值抗间歇采样干扰[J]. 雷达学报, 2022, 11(2): 289–300. doi: 10.12000/JR21205.

    DONG Shuxian, WU Yaojun, FANG Wen, et al. Anti-interrupted sampling repeater jamming method based on frequency-agile radar joint fuzzy C-means[J]. Journal of Radars, 2022, 11(2): 289–300. doi: 10.12000/JR21205.
    [3]
    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.
    [4]
    LONG Xingwang, LI Kun, TIAN Jing, et al. Ambiguity function analysis of random frequency and PRI agile signals[J]. IEEE Transactions on Aerospace and Electronic Systems, 2021, 57(1): 382–396. doi: 10.1109/TAES.2020.3016851.
    [5]
    TIAN Jing, CUI Wei, and WU Siliang. A novel method for parameter estimation of space moving targets[J]. IEEE Geoscience and Remote Sensing Letters, 2014, 11(2): 389–393. doi: 10.1109/LGRS.2013.2263332.
    [6]
    贺雄鹏, 廖桂生, 许京伟, 等. 基于频率轴反转的机动目标距离徙动补偿方法[J]. 电子学报, 2018, 46(6): 1496–1502. doi: 10.3969/j.issn.0372-2112.2018.06.032.

    HE Xiongpeng, LIAO Guisheng, XU Jingwei, et al. Range migration compensation method for maneuvering target based on frequency axis reversal[J]. Acta Electronica Sinica, 2018, 46(6): 1496–1502. doi: 10.3969/j.issn.0372-2112.2018.06.032.
    [7]
    XU Jia, YU Ji, PENG Yingning, et al. Radon-Fourier transform for radar target detection, I: Generalized Doppler filter bank[J]. IEEE Transactions on Aerospace and Electronic Systems, 2011, 47(2): 1186–1202. doi: 10.1109/TAES.2011.5751251.
    [8]
    MA Jingtao, HUANG Penghui, YU Jinpei, et al. An efficient coherent integration method for maneuvering target detection with nonuniform pulse sampling based on filterbank framework[J]. IEEE Geoscience and Remote Sensing Letters, 2020, 17(12): 2045–2049. doi: 10.1109/LGRS.2019.2962065.
    [9]
    MA Jingtao, YU Jinpei, LIANG Guang, et al. Maneuvering target coherent integration and detection in PRI-staggered radar systems[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 3508205. doi: 10.1109/LGRS.2021.3105904.
    [10]
    TIAN Jing, XIA Xianggen, CUI Wei, et al. A coherent integration method via Radon-NUFrFT for random PRI radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2017, 53(4): 2101–2109. doi: 10.1109/TAES.2017.2667887.
    [11]
    LI Xiaolong, ZHAO Kexin, WANG Mingxing, et al. NU-SCGRFT-based coherent integration method for high-speed maneuvering target detection and estimation in bistatic PRI-agile radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2024, 60(2): 2153–2168. doi: 10.1109/TAES.2024.3350010.
    [12]
    HUANG Penghui, DONG Shuoshuo, LIU Xingzhao, et al. A coherent integration method for moving target detection using frequency agile radar[J]. IEEE Geoscience and Remote Sensing Letters, 2019, 16(2): 206–210. doi: 10.1109/LGRS.2018.2870869.
    [13]
    PAN Jiameng, ZHU Qian, BAO Qinglong, et al. Coherent integration method based on radon-NUFFT for moving target detection using frequency agile radar[J]. Sensors, 2020, 20(8): 2176. doi: 10.3390/s20082176.
    [14]
    HUANG Penghui, XIA Xianggen, WANG Lingyu, et al. A coherent integration method for moving target detection in a parameter jittering radar system based on signum coding[J]. IEEE Signal Processing Letters, 2022, 29: 2313–2317. doi: 10.1109/LSP.2022.3219630.
    [15]
    YE Hongyu, WU Wenhao, LONG Xingwang, et al. Distant sidelobe suppression for multi-timeslot wide-gap frequency-hopping RFPA radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2024, 60(4): 4214–4228. doi: 10.1109/TAES.2024.3375277.
    [16]
    WEI Shaopeng, ZHANG Lei, and LIU Hongwei. Joint frequency and PRF agility waveform optimization for high-resolution ISAR imaging[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5100723. doi: 10.1109/TGRS.2021.3051038.
    [17]
    WU Zhongjie, WANG Chenxu, JIANG Peihe, et al. Range-Doppler sidelobe suppression for pulsed radar based on Golay complementary codes[J]. IEEE Signal Processing Letters, 2020, 27: 1205–1209. doi: 10.1109/LSP.2020.3007093.
    [18]
    NEUBERGER N and VEHMAS R. Range sidelobe level reduction with a train of diverse LFM pulses[J]. IEEE Transactions on Aerospace and Electronic Systems, 2022, 58(2): 1480–1486. doi: 10.1109/TAES.2021.3115991.
    [19]
    HUANG Tianyao, LIU Yimin, XU Xingyu, et al. Analysis of frequency agile radar via compressed sensing[J]. IEEE Transactions on Signal Processing, 2018, 66(23): 6228–6240. doi: 10.1109/TSP.2018.2876301.
    [20]
    SUN Yinghao, FAN Huayu, MAO Erke, et al. Range-Doppler sidelobe suppression for pulse-diverse waveforms[J]. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56(4): 2835–2849. doi: 10.1109/TAES.2019.2954152.
    [21]
    MA Juan, LI Kun, TIAN Jing, et al. Fast sidelobe suppression based on two-dimensional joint iterative adaptive filtering[J]. IEEE Transactions on Aerospace and Electronic Systems, 2021, 57(5): 3463–3478. doi: 10.1109/TAES.2021.3076175.
    [22]
    YARDIBI T, LI Jian, STOICA P, et al. Source localization and sensing: A nonparametric iterative adaptive approach based on weighted least squares[J]. IEEE Transactions on Aerospace and Electronic Systems, 2010, 46(1): 425–443. doi: 10.1109/TAES.2010.5417172.
    [23]
    GLENTIS G O and JAKOBSSON A. Superfast approximative implementation of the IAA spectral estimate[J]. IEEE Transactions on Signal Processing, 2012, 60(1): 472–478. doi: 10.1109/TSP.2011.2170979.
    [24]
    ZHANG Yongchao, LI Wenchao, ZHANG Yin, et al. A fast iterative adaptive approach for scanning radar angular superresolution[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(11): 5336–5345. doi: 10.1109/JSTARS.2015.2449090.
    [25]
    BLUNT S D and HIGGINS T. Dimensionality reduction techniques for efficient adaptive pulse compression[J]. IEEE Transactions on Aerospace and Electronic Systems, 2010, 46(1): 349–362. doi: 10.1109/TAES.2010.5417167.
    [26]
    MCCORMICK P M, BLUNT S D, and HIGGINS T. A gradient descent implementation of adaptive pulse compression[C]. 2016 IEEE Radar Conference (RadarConf), Philadelphia, USA, 2016: 1–5. doi: 10.1109/RADAR.2016.7485140.
    [27]
    NEPAL R, ZHANG Y R, LI Zhengzheng, et al. Matched filter based iterative adaptive approach[C]. Radar Sensor Technology XX, Baltimore, USA, 2016: 281–292. doi: 10.1117/12.2223913.
    [28]
    TIAN Jing, ZHANG Biao, LI Kun, et al. Low-complexity iterative adaptive approach based on range-Doppler matched filter outputs[J]. IEEE Transactions on Aerospace and Electronic Systems, 2023, 59(1): 125–139. doi: 10.1109/TAES.2022.3188742.
    [29]
    LONG Xingwang, WU Wenhao, LI Kun, et al. Multi-timeslot wide-gap frequency-hopping RFPA signal and its sidelobe suppression[J]. IEEE Transactions on Aerospace and Electronic Systems, 2023, 59(1): 634–649. doi: 10.1109/TAES.2022.3188594.
    [30]
    STOICA P and MOSES R L. Spectral Analysis of Signals[M]. Upper Saddle River, US: Pearson Prentice Hall, 2005: 130–131.
    [31]
    孙鹏, 余建宇, 郝万兵. 步进频雷达的目标回波建模方法与仿真[J]. 火控雷达技术, 2022, 51(1): 45–49, 64. doi: 10.19472/j.cnki.1008-8652.2022.01.008.

    SUN Peng, YU Jianyu, and HAO Wanbing. Modeling and simulation of target echo for stepped frequency radar[J]. Fire Control Radar Technology, 2022, 51(1): 45–49, 64. doi: 10.19472/j.cnki.1008-8652.2022.01.008.
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