Citation: | WU Haozheng, SHI Chenguang, and ZHOU Jianjiang. Joint transmit-receive beam design of FDA-MIMO dual-function radar-communication systems for radio-frequency stealth[J]. Journal of Radars, 2025, 14(4): 867–895. doi: 10.12000/JR25032 |
[1] |
LIU Fan, CUI Yuanhao, MASOUROS C, et al. Integrated sensing and communications: Toward dual-functional wireless networks for 6G and beyond[J]. IEEE Journal on Selected Areas in Communications, 2022, 40(6): 1728–1767. doi: 10.1109/JSAC.2022.3156632.
|
[2] |
QI Chenhao, CI Wei, ZHANG Jinming, et al. Hybrid beamforming for millimeter wave MIMO integrated sensing and communications[J]. IEEE Communications Letters, 2022, 26(5): 1136–1140. doi: 10.1109/LCOMM.2022.3157751.
|
[3] |
NING Boyu, MEI Weidong, ZHU Lipeng, et al. Codebook design and performance analysis for wideband beamforming in terahertz communications[J]. IEEE Transactions on Wireless Communications, 2024, 23(12): 19618–19633. doi: 10.1109/TWC.2024.3485536.
|
[4] |
SHI Chenguang, WANG Fei, SELLATHURAI M, et al. Power minimization-based robust OFDM radar waveform design for radar and communication systems in coexistence[J]. IEEE Transactions on Signal Processing, 2018, 66(5): 1316–1330. doi: 10.1109/TSP.2017.2770086.
|
[5] |
WU Jiale, SHI Chenguang, ZHANG Weiwei, et al. Joint beamforming design and power control game for a MIMO radar system in the presence of multiple jammers[J]. IEEE Transactions on Aerospace and Electronic Systems, 2024, 60(1): 759–773. doi: 10.1109/TAES.2023.3328804.
|
[6] |
HE Rongrong, LI Guoxin, CHEN Jin, et al. Joint power and beamformer optimization in multi-antenna relay covert system: Exploiting public users as shelter[J]. IEEE Transactions on Wireless Communications, 2025, 24(1): 385–400. doi: 10.1109/TWC.2024.3492802.
|
[7] |
时晨光, 丁琳涛, 汪飞, 等. 面向射频隐身的组网雷达多目标跟踪下射频辐射资源优化分配算法[J]. 电子与信息学报, 2021, 43(3): 539–546. doi: 10.11999/JEIT200636.
SHI Chenguang, DING Lintao, WANG Fei, et al. Radio frequency stealth-based optimal radio frequency resource allocation algorithm for multiple-target tracking in radar network[J]. Journal of Electronics & Information Technology, 2021, 43(3): 539–546. doi: 10.11999/JEIT200636.
|
[8] |
LIU Xinyu, YUAN Ye, ZHANG Tianxian, et al. Integrated transmit waveform and RIS phase shift design for LPI detection and communication[J]. IEEE Transactions on Wireless Communications, 2024, 23(6): 5663–5679. doi: 10.1109/TWC.2023.3327685.
|
[9] |
WANG Wenqin. Potential transmit beamforming schemes for active LPI radars[J]. IEEE Aerospace and Electronic Systems Magazine, 2017, 32(5): 46–52. doi: 10.1109/MAES.2017.150259.
|
[10] |
王祥丽, 易伟, 孔令讲. 基于多目标跟踪的相控阵雷达波束和驻留时间联合分配方法[J]. 雷达学报, 2017, 6(6): 602–610. doi: 10.12000/JR17045.
WANG Xiangli, YI Wei, and KONG Lingjiang. Joint beam selection and dwell time allocation for multi-target tracking in phased array radar system[J]. Journal of Radars, 2017, 6(6): 602–610. doi: 10.12000/JR17045.
|
[11] |
YAN Junkun, PU Wenqiang, DAI Jinhui, et al. Resource allocation for search and track application in phased array radar based on Pareto bi-objective optimization[J]. IEEE Transactions on Vehicular Technology, 2019, 68(4): 3487–3499. doi: 10.1109/TVT.2019.2894960.
|
[12] |
YUAN Ye, YI Wei, and KONG Lingjiang. Joint tracking sequence and dwell time allocation for multi-target tracking with phased array radar[J]. Signal Processing, 2022, 192: 108374. doi: 10.1016/j.sigpro.2021.108374.
|
[13] |
LAWRENCE D E. Low probability of intercept antenna array beamforming[J]. IEEE Transactions on Antennas and Propagation, 2010, 58(9): 2858–2865. doi: 10.1109/TAP.2010.2052573.
|
[14] |
BASIT A, QURESHI I M, KHAN W, et al. Hybridization of cognitive radar and phased array radar having low probability of intercept transmit beamforming[J]. International Journal of Antennas and Propagation, 2014, 2014: 129172. doi: 10.1155/2014/129172.
|
[15] |
杨少委. 正交波形MIMO雷达射频隐身技术研究[D]. [博士论文], 电子科技大学, 2015.
YANG Shaowei. Research on radio frequency stealth technology for orthogonal waveform MIMO radar[D]. [Ph.D. dissertation], University of Electronic Science and technology of China, 2015.
|
[16] |
CHEN Kejin, YANG Shiwen, CHEN Yikai, et al. Transmit beamforming based on 4-D antenna arrays for low probability of intercept systems[J]. IEEE Transactions on Antennas and Propagation, 2020, 68(5): 3625–3634. doi: 10.1109/TAP.2019.2963593.
|
[17] |
DING Lintao, SHI Chenguang, and ZHOU Jianjiang. Joint beampattern design and online route planning for multitarget tracking in airborne radar system[J]. IEEE Transactions on Aerospace and Electronic Systems, 2024, 60(1): 774–788. doi: 10.1109/TAES.2023.3328799.
|
[18] |
BENDARY A, ABDELAZIZ A, and KOKSAL C E. Achieving positive covert capacity over MIMO AWGN channels[J]. IEEE Journal on Selected Areas in Information Theory, 2021, 2(1): 149–162. doi: 10.1109/JSAIT.2021.3053862.
|
[19] |
ZHENG Tongxing, WANG Huiming, NG D W K, et al. Multi-antenna covert communications in random wireless networks[J]. IEEE Transactions on Wireless Communications, 2019, 18(3): 1974–1987. doi: 10.1109/TWC.2019.2900915.
|
[20] |
GAO Weijun, CHEN Yi, HAN Chong, et al. Distance-adaptive absorption peak modulation (DA-APM) for terahertz covert communications[J]. IEEE Transactions on Wireless Communications, 2021, 20(3): 2064–2077. doi: 10.1109/TWC.2020.3038902.
|
[21] |
HADZI-VELKOV Z, PEJOSKI S, and ZLATANOV N. Achieving near ideal covertness in NOMA systems with channel inversion power control[J]. IEEE Communications Letters, 2022, 26(11): 2542–2546. doi: 10.1109/LCOMM.2022.3195544.
|
[22] |
NGUYEN T T, LUONG N C, FENG Shaohan, et al. Jamming-based covert communication for rate-splitting multiple access[J]. IEEE Transactions on Vehicular Technology, 2023, 72(8): 11074–11079. doi: 10.1109/TVT.2023.3259963.
|
[23] |
YANG Liang, ZHANG Wei, BITHAS P S, et al. Covert transmission and secrecy analysis of RS-RIS-NOMA-Aided 6G wireless communication systems[J]. IEEE Transactions on Vehicular Technology, 2023, 72(8): 10659–10670. doi: 10.1109/TVT.2023.3262943.
|
[24] |
WU Haozheng, JIN Biao, XU Zhaoyang, et al. Waveform design and signal processing for integrated radar-communication system based on frequency diversity array[J]. Digital Signal Processing, 2023, 133: 103839. doi: 10.1016/j.dsp.2022.103839.
|
[25] |
兰岚, 廖桂生, 许京伟, 等. 基于频率分集阵列的多功能一体化波形设计与信号处理方法[J]. 雷达学报, 2022, 11(5): 850–870. doi: 10.12000/JR22163.
LAN Lan, LIAO Guisheng, XU Jingwei, et al. Waveform design and signal processing method of a multifunctional integrated system based on a frequency diverse array[J]. Journal of Radars, 2022, 11(5): 850–870. doi: 10.12000/JR22163.
|
[26] |
XU Jingwei, LIAO Guisheng, and SO H C. Space-time adaptive processing with vertical frequency diverse array for range-ambiguous clutter suppression[J]. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(9): 5352–5364. doi: 10.1109/TGRS.2016.2561308.
|
[27] |
LIU Qi, XU Jingwei, DING Zhi, et al. Target localization with jammer removal using frequency diverse array[J]. IEEE Transactions on Vehicular Technology, 2020, 69(10): 11685–11696. doi: 10.1109/TVT.2020.3016948.
|
[28] |
LAN Lan, XU Jingwei, LIAO Guisheng, et al. Suppression of mainbeam deceptive jammer with FDA-MIMO radar[J]. IEEE Transactions on Vehicular Technology, 2020, 69(10): 11584–11598. doi: 10.1109/TVT.2020.3014689.
|
[29] |
WANG Liu, WANG Wenqin, GUAN Haoliang, et al. LPI property of FDA transmitted signal[J]. IEEE Transactions on Aerospace and Electronic Systems, 2021, 57(6): 3905–3915. doi: 10.1109/TAES.2021.3083402.
|
[30] |
JIA Wenkai, JAKOBSSON A, and WANG Wenqin. Optimal frequency offset selection for FDA-MIMO beampattern design in the range-angle plane[J]. IEEE Signal Processing Letters, 2024, 31: 316–320. doi: 10.1109/LSP.2023.3348307.
|
[31] |
GONG Pengcheng, ZHANG Zhuoyu, WU Yuntao, et al. Joint design of transmit waveform and receive beamforming for LPI FDA-MIMO radar[J]. IEEE Signal Processing Letters, 2022, 29: 1938–1942. doi: 10.1109/LSP.2022.3205206.
|
[32] |
刘德顺, 夏德平, 陈露, 等. 基于神经网络的FDA-MIMO低截获发射波形和接收波束形成联合设计[J]. 雷达学报(中英文), 2024, 13(6): 1239–1251. doi: 10.12000/JR24140.
LIU Deshun, XIA Deping, CHEN Lu, et al. Joint design of LPI transmit waveform and receive beamforming based on neural networks for FDA-MIMO[J]. Journal of Radars, 2024, 13(6): 1239–1251. doi: 10.12000/JR24140.
|
[33] |
CHEN Xiaoming, NG D W K, GERSTACKER W H, et al. A Survey on multiple-antenna techniques for physical layer security[J]. IEEE Communications Surveys & Tutorials, 2017, 19(2): 1027–1053. doi: 10.1109/COMST.2016.2633387.
|
[34] |
杨宇晓, 高萍. 多层多参数多项加权分数阶傅里叶变换复合调制通信信号设计方法[J]. 电子与信息学报, 2023, 45(4): 1192–1200. doi: 10.11999/JEIT220266.
YANG Yuxiao and GAO Ping. Design method of multi-layer multi-parameter multi-term weighted-type fractional fourier transform composite modulation communication signal[J]. Journal of Electronics & Information Technology, 2023, 45(4): 1192–1200. doi: 10.11999/JEIT220266.
|
[35] |
YAN Shihao, ZHOU Xiangyun, HU Jinsong, et al. Low probability of detection communication: Opportunities and challenges[J]. IEEE Wireless Communications, 2019, 26(5): 19–25. doi: 10.1109/MWC.001.1900057.
|
[36] |
JIAN Jiangwei, WANG Wenqin, BASIT A, et al. Physical layer security for frequency diverse array-based dual-hop spatial modulation[J]. IEEE Transactions on Wireless Communications, 2023, 22(11): 7565–7579. doi: 10.1109/TWC.2023.3253214.
|
[37] |
JIAN Jiangwei, WANG Wenqin, HUANG Bang, et al. MIMO-FDA communications with frequency offsets index modulation[J]. IEEE Transactions on Wireless Communications, 2024, 23(5): 4580–4595. doi: 10.1109/TWC.2023.3320129.
|
[38] |
ZHANG Yuchen, ZHANG Yichi, WANG Jianquan, et al. Distance-angle beamforming for covert communications via frequency diverse array: Toward two-dimensional covertness[J]. IEEE Transactions on Wireless Communications, 2023, 22(12): 8559–8574. doi: 10.1109/TWC.2023.3263939.
|
[39] |
GONG Pengcheng, XU Kaiyan, WU Yuntao, et al. Optimization of LPI-FDA-MIMO radar and MIMO communication for spectrum coexistence[J]. IEEE Wireless Communications Letters, 2023, 12(6): 1076–1080. doi: 10.1109/LWC.2023.3261419.
|
[40] |
LIU Fan, ZHOU Longfei, MASOUROS C, et al. Toward dual-functional radar-communication systems: Optimal waveform design[J] IEEE Transactions on Signal Processing, 2018, 66(16): 4264–4279. doi: 10.1109/TSP.2018.2847648.
|
[41] |
LI Bo, PETROPULU A P, and TRAPPE W. Optimum Co-design for spectrum sharing between matrix completion based MIMO radars and a MIMO communication system[J]. IEEE Transactions on Signal Processing, 2016, 64(17): 4562–4575. doi: 10.1109/TSP.2016.2569479.
|
[42] |
刘凡, 袁伟杰, 原进宏, 等. 雷达通信频谱共享及一体化: 综述与展望[J]. 雷达学报, 2021, 10(3): 467–484. doi: 10.12000/JR20113.
LIU Fan, YUAN Weijie, YUAN Jinhong, et al. Radar-communication spectrum sharing and integration: Overview and prospect[J]. Journal of Radars, 2021, 10(3): 467–484. doi: 10.12000/JR20113.
|
[43] |
王文钦, 陈慧, 郑植, 等. 频控阵雷达技术及其应用研究进展[J]. 雷达学报, 2018, 7(2): 153–166. doi: 10.12000/JR18029.
WANG Wenqin, CHEN Hui, ZHENG Zhi, et al. Advances on frequency diverse array radar and its applications[J]. Journal of Radars, 2018, 7(2): 153–166. doi: 10.12000/JR18029.
|
[44] |
HASSANIEN A, AMIN M G, ZHANG Y D, et al. Dual-function radar-communications: Information embedding using sidelobe control and waveform diversity[J]. IEEE Transactions on Signal Processing, 2016, 64(8): 2168–2181. doi: 10.1109/TSP.2015.2505667.
|
[45] |
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.
|
[46] |
YIN Haifan, GESBERT D, FILIPPOU M, et al. A coordinated approach to channel estimation in large-scale multiple-antenna systems[J]. IEEE Journal on Selected Areas in Communications, 2013, 31(2): 264–273. doi: 10.1109/JSAC.2013.130214.
|
[47] |
SHI Qingjiang, RAZAVIYAYN M, LUO Zhiquan, et al. An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel[J]. IEEE Transactions on Signal Processing, 2011, 59(9): 4331–4340. doi: 10.1109/TSP.2011.2147784.
|
[48] |
CHENG Ziyang and LIAO Bin. QoS-aware hybrid beamforming and DOA estimation in multi-carrier dual-function radar-communication systems[J]. IEEE Journal on Selected Areas in Communications, 2022, 40(6): 1890–1905. doi: 10.1109/JSAC.2022.3155529.
|
[49] |
PU Wenqiang, XIAO Jinjun, ZHANG Tao, et al. A penalized inequality-constrained approach for robust beamforming with DoF limitation[J]. Signal Process, 2019, 202: 108746. doi: 10.1016/j.sigpro.2022.108746.
|
[50] |
CHENG Ziyang, HAN Chunlin, LIAO Bin, et al. Communication-aware waveform design for MIMO radar with good transmit beampattern[J]. IEEE Transactions on Signal Processing, 2018, 66(21): 5549–5562. doi: 10.1109/TSP.2018.2868042.
|
[51] |
WU Haozheng, JIN Biao, ZHANG Zhenkai, et al. Robust transmit beamforming in MIMO dual-functional radar-communication systems for unidirectional multi-user communication[J]. IEEE Transactions on Vehicular Technology, 2025, 74(3): 4307–4318. doi: 10.1109/TVT.2024.3490556.
|