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LAN Yu, ZHOU Jianxiong. A Space–Time Joint Waveform for Frequency Diverse Array Radar with Spatial Linear Frequency Modulation Weighting[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT250561
Citation: LAN Yu, ZHOU Jianxiong. A Space–Time Joint Waveform for Frequency Diverse Array Radar with Spatial Linear Frequency Modulation Weighting[J]. Journal of Electronics & Information Technology. doi: 10.11999/JEIT250561

A Space–Time Joint Waveform for Frequency Diverse Array Radar with Spatial Linear Frequency Modulation Weighting

doi: 10.11999/JEIT250561 cstr: 32379.14.JEIT250561
Funds:  The National Natural Science Foundation of China(62231026)
  • Received Date: 2025-06-18
  • Rev Recd Date: 2025-10-28
  • Available Online: 2025-10-31
  •   Objective  Frequency Diverse Array (FDA) radar exhibits a fast time-varying beampattern and a space-time coupled steering vector, offering potential advantages for multi-target tracking, wide-area surveillance, and mainlobe interference suppression. However, the beampattern of conventional coherent FDA radar is narrow, resulting in a shorter beam dwell time than that of phased arrays. This limitation prevents the ambiguity function of conventional coherent FDA from achieving both high range resolution and low sidelobe level simultaneously. When the baseband signal is modulated with a Linear Frequency Modulation (LFM) waveform, the ambiguity function presents low range resolution and low sidelobe level. Conversely, when the baseband signal is modulated with a phase-coded waveform, it achieves high range resolution but exhibits high sidelobe levels with strip-like high-gain sidelobes. The degradation in range resolution or sidelobe performance significantly constrains detection capability. To address this problem, this study proposes a novel space-time joint FDA waveform with spatial LFM weighting, which simultaneously achieves high range resolution, low sidelobe level, and reduced Doppler sensitivity.  Methods  The spatial-domain modulation scheme and the time-domain baseband waveform are two interdependent factors that determine the ambiguity function performance of FDA radar. Selecting a time-domain baseband waveform with a thumbtack-shaped ambiguity function enables the range resolution to remain independent of space-time coupling. By modulating the spatial weighting phase, the beampattern shape of the FDA can be adjusted to extend beam dwell time, suppress strip-like high-gain sidelobes, and smooth sidelobe energy distribution. The proposed space-time joint waveform thus achieves both high range resolution and low sidelobe level. Doppler tolerance is another key metric for evaluating ambiguity function performance. A space-time joint waveform with spatial phase-coded weighting exhibits high Doppler sensitivity, leading to significantly elevated sidelobe levels and sharp reductions in transmit beamforming gain. In contrast, the spatial LFM weighting method proposed in this study enhances Doppler tolerance while maintaining desirable range and sidelobe characteristics.  Results and Discussions  By combining the spatial LFM weighting method with a time-domain baseband waveform exhibiting a thumbtack-shaped ambiguity function (e.g., a phase-coded waveform), this study addresses the limitation of conventional coherent FDA waveforms, which cannot simultaneously achieve high range resolution and low sidelobe level. The proposed waveform demonstrates robust pulse compression performance, even under target motion. Simulation experiments were conducted to analyze the ambiguity functions under both stationary and motion conditions, and the results are summarized as follows: (1) The average sidelobe levels near the target peak for the space-time joint FDA waveform with spatial LFM weighting and spatial phase-coded weighting are both approximately –30 dB (Fig.3(a)(b)). In comparison, the average sidelobe level near the target peak for the spatial phase-coded weighting FDA using a time-domain LFM baseband waveform is about –20 dB (Fig.3(c)), while that of the coherent FDA with a time-domain phase-coded waveform is about –12 dB (Fig.3(d)). Thus, the two space-time joint FDA waveforms achieve the lowest average sidelobe levels. (2) The imaging results of both space-time joint FDA waveforms show no strip-like high-gain sidelobes (Fig.4(a)(b)). By contrast, the spatial phase-coded weighting FDA and the coherent FDA with a time-domain phase-coded waveform both display prominent high-gain sidelobes (Fig.4(c)(d)). These sidelobes from high Signal-to-Noise Ratio (SNR) targets can obscure nearby low-SNR targets. (3) All four FDA waveforms achieve a range resolution of 0.75 m (Fig. 5), corresponding to a bandwidth of 200 MHz. (4) Under motion conditions, the space-time joint FDA waveform with spatial phase-coded weighting exhibits a notable increase in peak sidelobe level compared with stationary conditions (Fig. 6(a)). In contrast, the space-time joint FDA waveform with spatial LFM weighting maintains the lowest peak sidelobe level among all four FDA configurations (Fig. 6(b)).  Conclusions  This study proposes a space-time joint FDA waveform with spatial LFM weighting. The proposed waveform effectively resolves the issue of degraded range resolution in conventional coherent FDA systems, ensuring that range resolution depends solely on bandwidth. It also eliminates the strip-like high-gain sidelobes commonly observed in conventional FDA waveforms. Under simulation conditions, the average sidelobe level near the target peak is reduced by approximately 10 dB and 18 dB compared with those of the spatial phase-coded weighting FDA and the coherent FDA with a time-domain phase-coded waveform, respectively. This reduction substantially mitigates the masking of low-SNR targets by sidelobes from high-SNR targets and demonstrates strong Doppler tolerance. However, under relative motion conditions, the proposed waveform exhibits Doppler-angle coupling, which will be addressed in future research through the development of coupling mitigation strategies.
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  • [1]
    王文钦, 张顺生. 频控阵雷达技术研究进展综述[J]. 雷达学报, 2022, 11(5): 830–849. doi: 10.12000/JR22141.

    WANG Wenqin and ZHANG Shunsheng. Recent advances in frequency diverse array radar techniques[J]. Journal of Radars, 2022, 11(5): 830–849. doi: 10.12000/JR22141.
    [2]
    ANTONIK P, WICKS M C, GRIFFITHS H D, et al. Frequency diverse array radars[C]. 2006 IEEE Conference on Radar, Verona, NY, USA, 2006: 215–217. doi: 10.1109/RADAR.2006.1631800.
    [3]
    ANTONIK P, WICKS M C, GRIFFITHS H D, et al. Multi-mission multi-mode waveform diversity[C]. 2006 IEEE Conference on Radar, Verona, NY, USA, 2006: 580–582. doi: 10.1109/RADAR.2006.1631858.
    [4]
    QIU Zizhou, LIAO Zhipeng, XU Jingwei, et al. Range-ambiguous clutter suppression for space-based early warning radar using vertical FDA and horizontal EPC[J]. IEEE Geoscience and Remote Sensing Letters, 2023, 20: 3502905. doi: 10.1109/LGRS.2023.3260996.
    [5]
    WANG Yuzhuo and ZHU Shengqi. Range ambiguous clutter suppression for FDA-MIMO forward looking airborne radar based on main lobe correction[J]. IEEE Transactions on Vehicular Technology, 2021, 70(3): 2032–2046. doi: 10.1109/TVT.2021.3057436.
    [6]
    SHAO Shuai, WANG Wenqin, SUN Yan, et al. Effects of spatial position on mainlobe interference suppression performance of FDA-MIMO radar[J]. IEEE Transactions on Aerospace and Electronic Systems, 2024, 60(6): 9437–9443. doi: 10.1109/TAES.2024.3443778.
    [7]
    TAN Ming, GONG Jian, and WANG Chunyang. Range dimensional monopulse approach with FDA-MIMO radar for mainlobe deceptive jamming suppression[J]. IEEE Antennas and Wireless Propagation Letters, 2024, 23(2): 643–647. doi: 10.1109/LAWP.2023.3331573.
    [8]
    丁梓航, 谢军伟, 齐铖. 基于强化学习的频控阵-多输入多输出雷达发射功率分配方法[J]. 电子与信息学报, 2023, 45(2): 550–557. doi: 10.11999/JEIT211555.

    DING Zihang, XIE Junwei, and QI Cheng. Transmit power allocation method of frequency diverse array-multi input and multi output radar based on reinforcement learning[J]. Journal of Electronics & Information Technology, 2023, 45(2): 550–557. doi: 10.11999/JEIT211555.
    [9]
    WANG Huake, LIAO Guisheng, XU Jingwei, et al. Transmit beampattern design for coherent FDA by piecewise LFM waveform[J]. Signal Processing, 2019, 161: 14–24. doi: 10.1016/j.sigpro.2019.03.010.
    [10]
    YU Lei, HE Feng, and SU Yi. Multiscale observation in wide-spatial radar surveillance based on coherent FDA design[J]. Science China (Information Sciences), 2024, 67(2): 122304. doi: 10.1007/s11432-022-3816-3.
    [11]
    YU Lei, HE Feng, SU Yi, et al. Transmitting strategy with high degrees of freedom for pulsed-coherent FDA radar[J]. IET Radar, Sonar & Navigation, 2022, 16(4): 659–667. doi: 10.1049/rsn2.12210.
    [12]
    ZHANG Siyuan, CHEN Hui, JIA Wenkai, et al. A low probability of intercept method based on power optimization for frequency diverse array and cooperative jammer[J]. IEEE Transactions on Aerospace and Electronic Systems, 2025, 61(1): 1231–1236. doi: 10.1109/TAES.2024.3451458.
    [13]
    JIA Wenkai, JAKOBSSON A, and WANG Wenqin. Coherent FDA receiver and joint range–space–time processing[J]. IEEE Transactions on Antennas and Propagation, 2024, 72(1): 745–755. doi: 10.1109/TAP.2023.3321344.
    [14]
    LIU Zhixin, ZHU Shengqi, XU Jingwei, et al. Range-ambiguous clutter suppression for STAP-based radar with vertical coherent frequency diverse array[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 5106517. doi: 10.1109/TGRS.2023.3291738.
    [15]
    WANG Huake, LIAO Guisheng, XU Jingwei, et al. Subarray-based coherent pulsed-LFM frequency diverse array for range resolution enhancement[J]. IET Signal Processing, 2020, 14(4): 251–258. doi: 10.1049/iet-spr.2018.5566.
    [16]
    WANG Huake, LIAO Guisheng, XU Jingwei, et al. Space-time matched filter design for interference suppression in coherent frequency diverse array[J]. IET Signal Processing, 2020, 14(3): 175–181. doi: 10.1049/iet-spr.2019.0227.
    [17]
    于雷, 何峰, 董臻, 等. 一种基于非线性调频信号和空域编码的FDA雷达波形设计方法[J]. 雷达学报, 2021, 10(6): 822–832. doi: 10.12000/JR21008.

    YU Lei, HE Feng, DONG Zhen, et al. A waveform design method based on nonlinear frequency modulation and space-coding for coherent frequency diverse array radar[J]. Journal of Radars, 2021, 10(6): 822–832. doi: 10.12000/JR21008.
    [18]
    GUI Ronghua, HUANG Bang, WANG Wenqin, et al. Generalized ambiguity function for FDA radar joint range, angle and Doppler resolution evaluation[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 3502305. doi: 10.1109/LGRS.2020.3044351.
    [19]
    WANG Wenqin, DAI Miaomiao, and ZHENG Zhi. FDA radar ambiguity function characteristics analysis and optimization[J]. IEEE Transactions on Aerospace & Electronic Systems, 2018, 54(3): 1368–1380. doi: 10.1109/TAES.2017.2785598.
    [20]
    ZHOU Changlin, WANG Chunyang, GONG Jian, et al. Ambiguity function evaluation and optimization of the transmitting beamspace-based FDA radar[J]. Signal Processing, 2023, 203: 108810. doi: 10.1016/j.sigpro.2022.108810.
    [21]
    LIU Mingjie, WANG Chunyang, GONG Jian, et al. Ambiguity function analysis and optimization of coherent FDA radar[J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21: 3507205. doi: 10.1109/LGRS.2024.3406435.
    [22]
    YU Lei, HE Feng, ZHANG Yongsheng, et al. Low-PSL mismatched filter design for coherent FDA radar using phase-coded waveform[J]. IEEE Geoscience and Remote Sensing Letters, 2023, 20: 3507405. doi: 10.1109/LGRS.2023.3309827.
    [23]
    何子述, 李军, 刘红明, 等. MIMO雷达[M]. 北京: 国防工业出版社, 2017: 199.

    HE Zishu, LI Jun, LIU Hongming, et al. MIMO Radar[M]. Beijing: National Defense Industry Press, 2017: 199.
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