| Citation: | LIU Qi, GUO Rui, WANG Jiajia, et al. A high-accuracy beamspace DOA estimation method for low-elevation angle targets[J]. Journal of Radars, in press. doi: 10.12000/JR25173 |
| [1] |
郭瑞, 张月, 田彪, 等. 全息凝视雷达系统技术与发展应用综述[J]. 雷达学报, 2023, 12(2): 389–411. doi: 10.12000/JR22153.
GUO Rui, ZHANG Yue, TIAN Biao, et al. Review of the technology, development and applications of holographic staring radar[J]. Journal of Radars, 2023, 12(2): 389–411. doi: 10.12000/JR22153.
|
| [2] |
LAN Lan, ROSAMILIA M, AUBRY A, et al. Adaptive target detection and DOA estimation with uniform rectangular arrays in the presence of unknown mutual coupling[J]. IEEE Transactions on Radar Systems, 2023, 1: 325–338. doi: 10.1109/TRS.2023.3289991.
|
| [3] |
WEN Fangqing, WANG Han, GUI Guan, et al. Polarized intelligent reflecting surface aided 2D-DOA estimation for NLoS sources[J]. IEEE Transactions on Wireless Communications, 2024, 23(7): 8085–8098. doi: 10.1109/TWC.2023.3348520.
|
| [4] |
YU Canping, LI Yingsong, LI Liping, et al. Dual Lawson norm-based robust DOA estimation for RIS-Aided wireless communication systems[J]. IEEE Transactions on Aerospace and Electronic Systems, 2025, 61(1): 582–592. doi: 10.1109/TAES.2024.3446752.
|
| [5] |
WAN Liangtian, SUN Yuchen, SUN Lu, et al. Deep learning based autonomous vehicle super resolution DOA estimation for safety driving[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 22(7): 4301–4315. doi: 10.1109/TITS.2020.3009223.
|
| [6] |
XU He, LIU Wei, JIN Ming, et al. Positioning and contour extraction of autonomous vehicles based on enhanced DOA estimation by large-scale arrays[J]. IEEE Internet of Things Journal, 2023, 10(13): 11792–11803. doi: 10.1109/JIOT.2023.3244861.
|
| [7] |
马健钧, 魏少鹏, 马晖, 等. 基于ADMM的低仰角目标二维DOA估计算法[J]. 电子与信息学报, 2022, 44(8): 2859–2866. doi: 10.11999/JEIT210582.
MA Jianjun, WEI Shaopeng, MA Hui, et al. Two-dimensional DOA estimation for low-angle target based on ADMM[J]. Journal of Electronics & Information Technology, 2022, 44(8): 2859–2866. doi: 10.11999/JEIT210582.
|
| [8] |
LIU Qi, GUO Rui, WANG Jiajia, et al. Signal-level fusion-based height estimation of low-elevation target for distributed radar[J]. IEEE Transactions on Instrumentation and Measurement, 2025, 74: 6508114. doi: 10.1109/TIM.2025.3593573.
|
| [9] |
CHEN Sheng, ZHAO Yongbo, HU Yili, et al. A beamspace maximum likelihood algorithm for target height estimation for a bistatic MIMO radar[J]. Digital Signal Processing, 2022, 122: 103330. doi: 10.1016/j.dsp.2021.103330.
|
| [10] |
ZHENG Guimei, CHEN Chen, and SONG Yuwei. Height measurement for meter wave MIMO radar based on matrix pencil under complex terrain[J]. IEEE Transactions on Vehicular Technology, 2023, 72(9): 11844–11854. doi: 10.1109/TVT.2023.3268791.
|
| [11] |
TANG Derui, ZHAO Yongbo, NIU Ben, et al. Bistatic MIMO radar height estimation method based on adaptive beam-space RML data fusion[J]. Digital Signal Processing, 2024, 145: 104346. doi: 10.1016/j.dsp.2023.104346.
|
| [12] |
LIU Qi, GUO Rui, WANG Bo, et al. Direct altitude estimation of low-elevation target for bistatic holographic staring radar based on coprime array[J]. IEEE Sensors Journal, 2024, 24(11): 17926–17940. doi: 10.1109/JSEN.2024.3387534.
|
| [13] |
刘源. 米波阵列雷达低仰角目标测高方法研究[D]. [博士论文], 西安电子科技大学, 2018: 1–146.
LIU Yuan. Research on some issues of low-angle target height measurement for VHF array radar[D]. [Ph.D. dissertation], Xidian University, 2018: 1–146.
|
| [14] |
谭俊. 米波雷达低仰角测角中多径效应影响抑制及关键技术研究[D]. [博士论文], 电子科技大学, 2019: 1–130.
TAN Jun. Research on multipath effect suppression and key technologies in low-angle measurement of meter wave radar[D]. [Ph.D. dissertation], University of Electronic Science and Technology of China, 2019: 1–130.
|
| [15] |
王鸿帧, 郑桂妹, 陈晨, 等. 米波雷达低仰角估计技术分析与展望[J]. 火力与指挥控制, 2023, 48(11): 6–16. doi: 10.3969/j.issn.1002-0640.2023.11.002.
WANG Hongzhen, ZHENG Guimei, CHEN Chen, et al. Analysis and prospect of low elevation estimation technology for meter wave radar[J]. Fire Control & Command Control, 2023, 48(11): 6–16. doi: 10.3969/j.issn.1002-0640.2023.11.002.
|
| [16] |
GUO Rui, ZHANG Yue, TIAN Biao, et al. Height measurement of Micro-UAVs with L-Band staring radar[C]. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021: 7967–7970. doi: 10.1109/IGARSS47720.2021.9553143.
|
| [17] |
MA Jianjun, LIU Hongwei, and MA Hui. Low-elevation target DOA estimation based on multi-scattering center equivalent model[J]. Remote Sensing, 2022, 14(15): 3533. doi: 10.3390/rs14153533.
|
| [18] |
CHEN Sheng, ZHAO Yongbo, and HU Yili. Beamspace phase solving algorithm for elevation angle estimation[J]. IEEE Signal Processing Letters, 2022, 29: 742–746. doi: 10.1109/LSP.2022.3154686.
|
| [19] |
XIANG Houhong, CHEN Baixiao, YANG Ting, et al. Improved de-multipath neural network models with self-paced feature-to-feature learning for DOA estimation in multipath environment[J]. IEEE Transactions on Vehicular Technology, 2020, 69(5): 5068–5078. doi: 10.1109/TVT.2020.2977894.
|
| [20] |
LIU Wei, HAARDT M, GRECO M S, et al. Twenty-five years of sensor array and multichannel signal processing: A review of progress to date and potential research directions[J]. IEEE Signal Processing Magazine, 2023, 40(4): 80–91. doi: 10.1109/MSP.2023.3258060.
|
| [21] |
SCHMIDT R. Multiple emitter location and signal parameter estimation[J]. IEEE Transactions on Antennas and Propagation, 1986, 34(3): 276–280. doi: 10.1109/TAP.1986.1143830.
|
| [22] |
PILLAI S U and KWON B H. Forward/backward spatial smoothing techniques for coherent signal identification[J]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 1989, 37(1): 8–15. doi: 10.1109/29.17496.
|
| [23] |
ZOLTOWSKI M and HABER F. A vector space approach to direction finding in a coherent multipath environment[J]. IEEE Transactions on Antennas and Propagation, 1986, 34(9): 1069–1079. doi: 10.1109/TAP.1986.1143956.
|
| [24] |
LIU Yuan, LIU Hongwei, XIA Xianggen, et al. Projection techniques for altitude estimation over complex multipath condition-based VHF radar[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(7): 2362–2375. doi: 10.1109/JSTARS.2018.2835448.
|
| [25] |
ZISKIND I and WAX M. Maximum likelihood localization of multiple sources by alternating projection[J]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 1988, 36(10): 1553–1560. doi: 10.1109/29.7543.
|
| [26] |
LO T and LITVA J. Use of a highly deterministic multipath signal model in low-angle tracking[J]. IEE Proceedings F-Radar and Signal Processing, 1991, 138(2): 163–171. doi: 10.1049/Ip-f-2.1991.0022.
|
| [27] |
LIU Yuan, JIU Bo, XIA Xianggen, et al. Height measurement of low-angle target using MIMO radar under multipath interference[J]. IEEE Transactions on Aerospace and Electronic Systems, 2018, 54(2): 808–818. doi: 10.1109/TAES.2017.2767919.
|
| [28] |
MA Jianjun, MA Hui, LIU Hongwei, et al. A novel DOA estimation for low-elevation target method based on multiscattering center equivalent model[J]. IEEE Geoscience and Remote Sensing Letters, 2023, 20: 3501605. doi: 10.1109/LGRS.2023.3242977.
|
| [29] |
WU Jianqi, ZHU Wei, and CHEN Baixiao. Compressed sensing techniques for altitude estimation in multipath conditions[J]. IEEE Transactions on Aerospace and Electronic Systems, 2015, 51(3): 1891–1900. doi: 10.1109/TAES.2015.130841.
|
| [30] |
GUO Rui, PENG Xiangyu, and TIAN Biao. Low elevation target altitude measurement for ubiquitous radar based on known transmitted waveform and sparse representation[J]. IET Radar, Sonar & Navigation, 2022, 16(2): 346–355. doi: 10.1049/rsn2.12187.
|
| [31] |
LIU Yuan, LIU Hongwei, WANG Lu, et al. Target localization in high-coherence multipath environment based on low-rank decomposition and sparse representation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(9): 6197–6209. doi: 10.1109/TGRS.2020.2975218.
|
| [32] |
LIU Yuan, LIU Hongwei, JIU Bo, et al. Altitude measurement of low-angle target under complex terrain environment for meter-wave radar[C]. The 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, 2018: 3464–3468. doi: 10.1109/ICASSP.2018.8462623.
|
| [33] |
ZOLTOWSKI M D and LEE T S. Maximum likelihood based sensor array signal processing in the beamspace domain for low angle radar tracking[J]. IEEE Transactions on Signal Processing, 1991, 39(3): 656–671. doi: 10.1109/78.80885.
|
| [34] |
CHEN Sheng, ZHAO Yongbo, HU Yili, et al. Beamspace maximum likelihood algorithm based on sum and difference beams for elevation estimation[J]. Journal of Systems Engineering and Electronics, 2024, 35(3): 589–598. doi: 10.23919/JSEE.2024.000057.
|
| [35] |
WEISS A J and FRIEDLANDER B. On the Cramer-Rao bound for direction finding of correlated signals[J]. IEEE Transactions on Signal Processing, 1993, 41(1): 495. doi: 10.1109/TSP.1993.193187.
|