Citation: | ZHANG Yingkui, SUN Guohao, ZHONG Suchuan, et al. Radar waveform design method based on cascade optimization processing under missing clutter prior data[J]. Journal of Radars, 2023, 12(1): 235–246. doi: 10.12000/JR22166 |
[1] |
TANG Bo and TANG Jun. Joint design of transmit waveforms and receive filters for MIMO radar space-time adaptive processing[J]. IEEE Transactions on Signal Processing, 2016, 64(18): 4707–4722. doi: 10.1109/TSP.2016.2569431
|
[2] |
TANG Bo, TUCK J, and STOICA P. Polyphase waveform design for MIMO radar space time adaptive processing[J]. IEEE Transactions on Signal Processing, 2020, 68: 2143–2154. doi: 10.1109/TSP.2020.2983833
|
[3] |
YU Xianxiang, CUI Guolong, YANG Jing, et al. Wideband MIMO radar waveform design[J]. IEEE Transactions on Signal Processing, 2019, 67(13): 3487–3501. doi: 10.1109/TSP.2019.2916732
|
[4] |
WU Linlong and PALOMAR D P. Radar Waveform Design Via the Majorization-Minimization Framework[M]. CUI Guolong, DE MAIO A, FARINA A, et al. Radar Waveform Design Based on Optimization Theory. London: The Institution of Engineering and Technology, 2020: 185–220.
|
[5] |
O’ROURKE S M, SETLUR P, RANGASWAMY M, et al. Quadratic semidefinite programming for waveform-constrained joint filter-signal design in STAP[J]. IEEE Transactions on Signal Processing, 2020, 68: 1744–1759. doi: 10.1109/TSP.2020.2977271
|
[6] |
TANG Bo, NAGHSH M M, and TANG Jun. Relative entropy-based waveform design for MIMO radar detection in the presence of clutter and interference[J]. IEEE Transactions on Signal Processing, 2015, 63(14): 3783–3796. doi: 10.1109/TSP.2015.2423257
|
[7] |
WANG Yikai, XIA Wei, HE Zishu, et al. Polarimetric detection in compound Gaussian clutter with Kronecker structured covariance matrix[J]. IEEE Transactions on Signal Processing, 2017, 65(17): 4562–4576. doi: 10.1109/TSP.2017.2716912
|
[8] |
SUN Guohao, HE Zishu, TONG Jun, et al. Mutual information-based waveform design for MIMO radar space-time adaptive processing[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(4): 2909–2921. doi: 10.1109/TGRS.2020.3008320
|
[9] |
崔国龙, 余显祥, 杨婧, 等. 认知雷达波形优化设计方法综述[J]. 雷达学报, 2019, 8(5): 537–557. doi: 10.12000/JR19072
CUI Guolong, YU Xianxiang, YANG Jing, et al. An overview of waveform optimization methods for cognitive radar[J]. Journal of Radars, 2019, 8(5): 537–557. doi: 10.12000/JR19072
|
[10] |
王珽, 赵拥军, 胡涛. 机载MIMO雷达空时自适应处理技术研究进展[J]. 雷达学报, 2015, 4(2): 136–148. doi: 10.12000/JR14091
WANG Ting, ZHAO Yongjun, and HU Tao. Overview of space-time adaptive processing for airborne MIMO radar[J]. Journal of Radars, 2015, 4(2): 136–148. doi: 10.12000/JR14091
|
[11] |
AUBRY A, DE MAIO A, MARANO S, et al. Structured covariance matrix estimation with missing-(complex) data for radar applications via expectation-maximization[J]. IEEE Transactions on Signal Processing, 2021, 69: 5920–5934. doi: 10.1109/TSP.2021.3111587
|
[12] |
HIPPERT-FERRER A, EL KORSO M N, BRELOY A, et al. Robust low-rank covariance matrix estimation with a general pattern of missing values[J]. Signal Processing, 2022, 195: 108460. doi: 10.1016/j.sigpro.2022.108460
|
[13] |
PAVEZ E and ORTEGA A. Covariance matrix estimation with non uniform and data dependent missing observations[J]. IEEE Transactions on Information Theory, 2021, 67(2): 1201–1215. doi: 10.1109/TIT.2020.3039118
|
[14] |
ZHANG Ying, LIE J P, NG B P, et al. Robust minimum ℓ1-norm adaptive beamformer against intermittent sensor failure and steering vector error[J]. IEEE Transactions on Antennas and Propagation, 2010, 58(5): 1796–1801. doi: 10.1109/TAP.2010.2044353
|
[15] |
XIONG Can, XIAO Gaobiao, HOU Yibei, et al. A compressed sensing-based element failure diagnosis method for phased array antenna during beam steering[J]. IEEE Antennas and Wireless Propagation Letters, 2019, 18(9): 1756–1760. doi: 10.1109/LAWP.2019.2929353
|
[16] |
GAO Yongchan, LIAO Guisheng, and LIU Weijian. High-resolution radar detection in interference and nonhomogeneous noise[J]. IEEE Signal Processing Letters, 2016, 23(10): 1359–1363. doi: 10.1109/LSP.2016.2597738
|
[17] |
LIM D, GIANELLI C D, and LI Jian. Automatic target recognition in missing data cases[J]. IEEE Aerospace and Electronic Systems Magazine, 2017, 32(7): 40–49. doi: 10.1109/MAES.2017.150273
|
[18] |
SHEN Lei, LIU Zhiwen, XU Yougen, et al. Robust polarimetric adaptive detector against target steering matrix mismatch[J]. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56(1): 442–455. doi: 10.1109/TAES.2019.2916708
|
[19] |
LOUNICI K. High-dimensional covariance matrix estimation with missing observations[J]. Bernoulli, 2014, 20(3): 1029–1058. doi: 10.3150/12-BEJ487
|
[20] |
LIU Junyan and PALOMAR D P. Regularized robust estimation of mean and covariance matrix for incomplete data[J]. Signal Processing, 2019, 165: 278–291. doi: 10.1016/j.sigpro.2019.07.009
|
[21] |
XU Danlei, DU Lan, LIU Hongwei, et al. Compressive sensing of stepped-frequency radar based on transfer learning[J]. IEEE Transactions on Signal Processing, 2015, 63(12): 3076–3087. doi: 10.1109/TSP.2015.2421473
|
[22] |
LV Qinzhe, QUAN Yinghui, WEI Feng, et al. Radar deception jamming recognition based on weighted ensemble CNN with transfer learning[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5107511. doi: 10.1109/TGRS.2021.3129645
|
[23] |
JIANG Wei, HAIMOVICH A M, and SIMEONE O. Joint design of radar waveform and detector via end-to-end learning with waveform constraints[J]. IEEE Transactions on Aerospace and Electronic Systems, 2022, 58(1): 552–567. doi: 10.1109/TAES.2021.3103560
|
[24] |
LI Jian, GUERCI J R, and XU Luzhou. Signal waveform’s optimal-under-restriction design for active sensing[J]. IEEE Signal Processing Letters, 2006, 13(9): 565–568. doi: 10.1109/LSP.2006.874465
|
[25] |
BELLMAN R. A Markovian decision process[J]. Journal of Mathematics and Mechanics, 1957, 6(5): 679–684.
|
[26] |
CRIMINISI A, PEREZ P, and TOYAMA K. Region filling and object removal by exemplar-based image inpainting[J]. IEEE Transactions on Image Processing, 2004, 13(9): 1200–1212. doi: 10.1109/TIP.2004.833105
|
[27] |
LILLICRAP T P, HUNT J J, PRITZEL A, et al. Continuous control with deep reinforcement learning[EB/OL]. http://arxiv.org/abs/1509.02971, 2015.
|
[1] | CHEN Shaonan, GU Jiaming, XU Chao, SUN Yimiao, WANG Siran, CHEN Zhanye, LIU Shuo, LI Huidong, DAI Junyan, HE Yuan, CHENG Qiang. Fall Feature Simulation and Wi-Fi Sensing Dataset Construction Based on Time-Domain Digital Coding Metasurface[J]. Journal of Radars. doi: 10.12000/JR24247 |
[2] | LI Yuxi, ZHU Ruichao, SUI Sai, JIA Yuxiang, DING Chang, HAN Yajuan, QU Shaobo, WANG Jiafu. Dynamic Electromagnetic Control Technology and its Application Based on Metasurface[J]. Journal of Radars. doi: 10.12000/JR24259 |
[3] | ZHANG Peng, YAN Junkun, GAO Chang, LI Kang, LIU Hongwei. Integrated Transmission Resource Management Scheme for Multifunctional Radars in Dynamic Electromagnetic Environments[J]. Journal of Radars, 2025, 14(2): 456-469. doi: 10.12000/JR24230 |
[4] | ZHOU Qunyan, WANG Siran, DAI Junyan, CHENG Qiang. Simultaneous Direction of Arrival Estimation and Radar Cross-section Reduction Based on Space-time-coding Digital Metasurfaces[J]. Journal of Radars, 2024, 13(1): 150-159. doi: 10.12000/JR23216 |
[5] | XU Heng, XU Hong, QUAN Yinghui, PAN Qin, SHA Minghui, CHEN Hui, CHENG Qiang, ZHOU Xiaoyang. A Radar Jamming Method Based on Time Domain Coding Metasurface Intrapulse and Interpulse Coding Optimization[J]. Journal of Radars, 2024, 13(1): 215-226. doi: 10.12000/JR23186 |
[6] | ZHOU Hongcheng, YU Xiaoran, WANG Yu, YAN Zhongming. Research Progress of Electrically Controlled Reconfigurable Polarization Manipulation Using Metasurface[J]. Journal of Radars, 2024, 13(3): 696-713. doi: 10.12000/JR23230 |
[7] | ZHOU Jingyi, ZHENG Shilie, YU Xianbin, HUI Xiaonan, ZHANG Xianmin. Reconfigurable Mode Vortex Beam Generation Based on Transmissive Metasurfaces in the Terahertz Band[J]. Journal of Radars, 2022, 11(4): 728-735. doi: 10.12000/JR22021 |
[8] | LAN Lan, LIAO Guisheng, XU Jingwei, ZHU Shengqi, ZENG Cao, ZHANG Yuhong. Waveform Design and Signal Processing Method of a Multifunctional Integrated System Based on a Frequency Diverse Array(in English)[J]. Journal of Radars, 2022, 11(5): 850-870. doi: 10.12000/JR22163 |
[9] | JIANG Weixiang, TIAN Hanwei, SONG Chao, ZHANG Xin’ge. Digital Coding Metasurfaces: Toward Programmable and Smart Manipulations of Electromagnetic Functions(in English)[J]. Journal of Radars, 2022, 11(6): 1003-1019. doi: 10.12000/JR22167 |
[10] | YASIR Saifullah, YANG Guomin, XU Feng. A Four-leaf Clover-shaped Coding Metasurface For Ultra-wideband Diffusion-like Scattering[J]. Journal of Radars, 2021, 10(3): 382-390. doi: 10.12000/JR21061 |
[11] | LI Shangyang, FU Shilei, XU Feng. DNN-based Intelligent Beamforming on a Programmable Metasurface[J]. Journal of Radars, 2021, 10(2): 259-266. doi: 10.12000/JR21039 |
[12] | SHUANG Ya, LI Li, WANG Zhuo, WEI Menglin, LI Lianlin. Controllable Manipulation of Wi-Fi Signals Using Tunable Metasurface[J]. Journal of Radars, 2021, 10(2): 313-325. doi: 10.12000/JR21012 |
[13] | NIAN Yiheng, ZHOU Ningning, ZHU Shitao, ZHANG Anxue. Differential Coincidence Imaging Based on a Randomly Modulated Metamaterial Surface[J]. Journal of Radars, 2021, 10(2): 296-303. doi: 10.12000/JR20136 |
[14] | SHI Hongyu, LI Guoqiang, LIU Kang, LI Bolin, YI Jianjia, ZHANG Anxue, XU Zhuo. Deflective Vortex Beam Generation Based on Metasurfaces in the Terahertz Band[J]. Journal of Radars, 2021, 10(5): 785-793. doi: 10.12000/JR21070 |
[15] | YANG Huanhuan, CAO Xiangyu, GAO Jun, LI Tong, LI Sijia, CONG Lili, ZHAO Xia. Recent Advances in Reconfigurable Metasurfaces and Their Applications[J]. Journal of Radars, 2021, 10(2): 206-219. doi: 10.12000/JR20137 |
[16] | LIU Zhangmeng, YUAN Shuo, KANG Shiqian. Semantic Coding and Model Reconstruction of Multifunction Radar Pulse Train[J]. Journal of Radars, 2021, 10(4): 559-570. doi: 10.12000/JR21031 |
[17] | JIANG Qian, WU Hao, WANG Yanyu. Airborne Multi-functional Maritime Surveillance Radar System Design and Key Techniques[J]. Journal of Radars, 2019, 8(3): 303-317. doi: 10.12000/JR19045 |
[18] | Liu Junfeng, Liu Shuo, Fu Xiaojian, Cui Tiejun. Terahertz Information Metamaterials and Metasurfaces[J]. Journal of Radars, 2018, 7(1): 46-55. doi: 10.12000/JR17100 |
[19] | Hong Yongbin, Zhang Yong, Lu Zhenxing, Huang Wei. An Efficient Contrast-based Motion Compensation Algorithm for Stepped-frequency Radar[J]. Journal of Radars, 2016, 5(4): 378-388. doi: 10.12000/JR16068 |
[20] | Li Da-peng. A New Type of Moment Estimator for the K-distribution Shape Parameter with High Accuracy and Efficiency[J]. Journal of Radars, 2014, 3(4): 439-443. doi: 10.3724/SP.J.1300.2014.14017 |
1. | 赵晓琛,赵东涛,袁航,王欢,张群. 低脉冲重复频率条件下无人机微动参数提取. 系统工程与电子技术. 2024(05): 1503-1513 . ![]() | |
2. | 李亚康,陈刚. 小角中子散射物理模型自动化筛选. 计算机工程. 2024(06): 56-64 . ![]() | |
3. | 李中余,桂亮,海宇,武俊杰,王党卫,王安乐,杨建宇. 基于变分模态分解与优选的超高分辨ISAR成像微多普勒抑制方法. 雷达学报. 2024(04): 852-865 . ![]() | |
4. | CHEN Siyu,WANG Yong,CAO Rui. A high frequency vibration compensation approach for ultrahigh resolution SAR imaging based on sinusoidal frequency modulation Fourier-Bessel transform. Journal of Systems Engineering and Electronics. 2023(04): 894-905 . ![]() | |
5. | 唐波,谭思炜,张静远. 水下声探测系统载体振动干扰分析及抑制方法. 国防科技大学学报. 2022(06): 89-94 . ![]() | |
6. | 万显荣,谢德强,易建新,胡仕波,童云. 基于STFT谱图滑窗相消的微动杂波去除方法. 雷达学报. 2022(05): 794-804 . ![]() | |
7. | 魏嘉琪,张磊,刘宏伟,盛佳恋. 曲线交叠外推的微动多目标宽带分辨算法. 电子与信息学报. 2019(12): 2889-2895 . ![]() | |
8. | 罗迎,龚逸帅,陈怡君,张群. 基于跟踪脉冲的MIMO雷达多目标微动特征提取. 雷达学报. 2018(05): 575-584 . ![]() |