Volume 11 Issue 2
Apr.  2022
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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
Citation: 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

Fast Algorithm for Joint Waveform and Filter Design against Interrupted Sampling Repeater Jamming

doi: 10.12000/JR22015
Funds:  The National Natural Science Foundation of China (61771478, 61901501, 62001488)
More Information
  • Corresponding author: HE Feng, hefeng@nudt.edu.cn; SU Yi, yi.su@yeah.net
  • Received Date: 2022-01-16
  • Accepted Date: 2022-03-17
  • Rev Recd Date: 2022-03-17
  • Available Online: 2022-03-26
  • Publish Date: 2022-04-06
  • To suppress interrupted sampling jamming, a joint waveform and filter design method was proposed in this study. A fast algorithm was also suggested to design sequences with large code lengths. The joint design problem was formulated on the basis of the penalty function and Pareto optimization method. By deriving the theoretical solution of the trace of matrices in each iteration, the computation order of the proposed algorithm was decreased significantly compared to that of the conventional algorithm. Moreover, an accelerated scheme based on the squared iterative method, which further improves the running speed of the algorithm, was proposed. Simulation results demonstrate that the proposed algorithm runs faster than traditional algorithms. Moreover, the designed waveform and filter can be applied to suppress interrupted sampling repeater jamming when the false targets are inseparable from the true targets in time-frequency domains.

     

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  • [1]
    HEAGNEY C P. Digital radio frequency memory synthetic instrument enhancing US navy automated test equipment mission[J]. IEEE Instrumentation & Measurement Magazine, 2018, 21(4): 41–63. doi: 10.1109/MIM.2018.8423745
    [2]
    SOUMEKH M. SAR-ECCM using phase-perturbed LFM chirp signals and DRFM repeat jammer penalization[J]. IEEE Transactions on Aerospace and Electronic Systems, 2006, 42(1): 191–205. doi: 10.1109/TAES.2006.1603414
    [3]
    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
    [4]
    TIAN Tian, ZHOU Feng, BAI Xueru, et al. A partitioned deceptive jamming method against TOPSAR[J]. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56(2): 1538–1552. doi: 10.1109/TAES.2019.2933958
    [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]
    FENG Dejun, XU Letao, PAN Xiaoyi, et al. Jamming wideband radar using interrupted-sampling repeater[J]. IEEE Transactions on Aerospace and Electronic Systems, 2017, 53(3): 1341–1354. doi: 10.1109/TAES.2017.2670958
    [7]
    吴晓芳, 王雪松, 卢焕章. 对SAR的间歇采样转发干扰研究[J]. 宇航学报, 2009, 30(5): 2043–2048, 2072. doi: 10.3873/j.issn.1000-1328.2009.05.050

    WU Xiaofang, WANG Xuesong, and LU Huanzhang. Study of intermittent sampling repeater jamming to SAR[J]. Journal of Astronautics, 2009, 30(5): 2043–2048, 2072. doi: 10.3873/j.issn.1000-1328.2009.05.050
    [8]
    杨伟宏, 陈永光, 王涛. 对波形捷变SAR的间歇采样快/慢时间调制干扰[J]. 系统工程与电子技术, 2012, 34(12): 2456–2462. doi: 10.3969/j.issn.1001-506x.2012.12.09

    YANG Weihong, CHEN Yongguang, and WANG Tao. Intermittent sampling jamming against waveform agile SAR modulated in fast or slow time[J]. Systems Engineering and Electronics, 2012, 34(12): 2456–2462. doi: 10.3969/j.issn.1001-506x.2012.12.09
    [9]
    WU Qihua, ZHAO Feng, AI Xiaofeng, et al. Two-dimensional blanket jamming against ISAR using nonperiodic ISRJ[J]. IEEE Sensors Journal, 2019, 19(11): 4031–4038. doi: 10.1109/JSEN.2019.2897363
    [10]
    周超, 刘泉华, 胡程. 间歇采样转发式干扰的时频域辨识与抑制[J]. 雷达学报, 2019, 8(1): 100–106. doi: 10.12000/JR18080

    ZHOU Chao, LIU Quanhua, and HU Cheng. Time-frequency analysis techniques for recognition and suppression of interrupted sampling repeater jamming[J]. Journal of Radars, 2019, 8(1): 100–106. doi: 10.12000/JR18080
    [11]
    WU Wenzhen, ZOU Jiangwei, CHEN Jian, et al. False-target recognition against interrupted-sampling repeater jamming based on integration decomposition[J]. IEEE Transactions on Aerospace and Electronic Systems, 2021, 57(5): 2979–2991. doi: 10.1109/TAES.2021.3068443
    [12]
    CHEN Jian, WU Wenzhen, XU Shiyou, et al. Band pass filter design against interrupted-sampling repeater jamming based on time-frequency analysis[J]. IET Radar, Sonar & Navigation, 2019, 13(10): 1646–1654. doi: 10.1049/iet-rsn.2018.5658
    [13]
    ZHOU Chao, LIU Quanhua, and CHEN Xinliang. Parameter estimation and suppression for DRFM-based interrupted sampling repeater jammer[J]. IET Radar, Sonar & Navigation, 2018, 12(1): 56–63. doi: 10.1049/iet-rsn.2017.0114
    [14]
    周畅, 汤子跃, 朱振波, 等. 抗间歇采样转发干扰的波形设计方法[J]. 电子与信息学报, 2018, 40(9): 2198–2205. doi: 10.11999/JEIT171236

    ZHOU Chang, TANG Ziyue, ZHU Zhenbo, et al. Anti-interrupted sampling repeater jamming waveform design method[J]. Journal of Electronics &Information Technology, 2018, 40(9): 2198–2205. doi: 10.11999/JEIT171236
    [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]
    张建中, 穆贺强, 文树梁, 等. 基于脉内步进LFM波形的抗间歇采样转发干扰方法[J]. 系统工程与电子技术, 2019, 41(5): 1013–1020. doi: 10.3969/j.issn.1001-506X.2019.05.12

    ZHANG Jianzhong, MU Heqiang, WEN Shuliang, et al. Anti interrupted-sampling repeater jamming method based on stepped LFM waveform[J]. Systems Engineering and Electronics, 2019, 41(5): 1013–1020. doi: 10.3969/j.issn.1001-506X.2019.05.12
    [17]
    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
    [18]
    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
    [19]
    周凯, 李德鑫, 粟毅, 等. 基于雷达发射波形和非匹配滤波联合设计的间歇采样转发干扰抑制方法[J]. 电子与信息学报, 2021, 43(7): 1939–1946. doi: 10.11999/JEIT200299

    ZHOU Kai, LI Dexin, SU Yi, et al. Joint transmitted waveform and mismatched filter design against interrupted-sampling repeater jamming[J]. Journal of Electronics &Information Technology, 2021, 43(7): 1939–1946. doi: 10.11999/JEIT200299
    [20]
    ZHOU Kai, QUAN Sinong, LI Dexin, et al. Waveform and filter joint design method for pulse compression sidelobe reduction[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5107615. doi: 10.1109/TGRS.2021.3131590
    [21]
    SONG Junxiao, BABU P, and PALOMAR D P. Optimization methods for designing sequences with low autocorrelation sidelobes[J]. IEEE Transactions on Signal Processing, 2015, 63(15): 3998–4009. doi: 10.1109/TSP.2015.2425808
    [22]
    SONG Junxiao, BABU P, and PALOMAR D P. Sequence set design with good correlation properties via majorization-minimization[J]. IEEE Transactions on Signal Processing, 2016, 64(11): 2866–2879. doi: 10.1109/TSP.2016.2535312
    [23]
    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
    [24]
    LIANG Junli, SO H C, LI Jian, et al. Unimodular sequence design based on alternating direction method of multipliers[J]. IEEE Transactions on Signal Processing, 2016, 64(20): 5367–5381. doi: 10.1109/TSP.2016.2597123
    [25]
    CHANG Huibin, ENFEDAQUE P, MARCHESINI S, et al. Blind ptychographic phase retrieval via convergent alternating direction method of multipliers[J]. SIAM Journal on Imaging Sciences, 2019, 12(1): 153–185. doi: 10.1137/18M1188446
    [26]
    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
    [27]
    GEIPING J and MOELLER M. Composite optimization by nonconvex majorization-minimization[J]. SIAM Journal on Imaging Sciences, 2018, 11(4): 2494–2528. doi: 10.1137/18M1171989
    [28]
    VARADHAN R and ROLAND C. Simple and globally convergent methods for accelerating the convergence of any EM algorithm[J]. Scandinavian Journal of Statistics, 2008, 35(2): 335–353. doi: 10.1111/j.1467-9469.2007.00585.x
    [29]
    ZHAO Licheng, SONG Junxiao, BABU P, et al. A unified framework for low autocorrelation sequence design via majorization-minimization[J]. IEEE Transactions on Signal Processing, 2017, 65(2): 438–453. doi: 10.1109/TSP.2016.2620113
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