Systems Engineering and Electronics ›› 2026, Vol. 48 ›› Issue (8): 2602-2614.doi: 10.12305/j.issn.1001-506X.2026.08.09
• Sensors and Signal Processing • Previous Articles
Huixia SUN1,2(
), Shenghua ZHOU1(
), Xiaohe DU1, Jingyi NAN1, Xiaolu GUO3, Mingcong LIN1
Received:2025-07-31
Revised:2025-12-27
Accepted:2026-01-21
Online:2026-04-21
Published:2026-04-21
Contact:
Shenghua ZHOU
E-mail:huixiasun2004@163.com;shzhou@mail.xidian.edu.cn
CLC Number:
Huixia SUN, Shenghua ZHOU, Xiaohe DU, Jingyi NAN, Xiaolu GUO, Mingcong LIN. Joint transceiver design for subarray MIMO radar with pulse compression wide mainlobe[J]. Systems Engineering and Electronics, 2026, 48(8): 2602-2614.
| 1 | FISHLER E, HAIMOVICH A, BLUM R, et al. MIMO radar: an idea whose time has come[C]//Proc. of the IEEE Radar Conference, 2004: 71−78. |
| 2 |
LIU X, LIU Y, LIAO G S, et al. Robust low-sidelobe MIMO dual-function radar-communication waveform design[J]. Remote Sensing, 2025, 17 (7): 1242.
doi: 10.3390/rs17071242 |
| 3 | ZHENG K, ZHAO W Q, WOODFORD T. Enhancing mmWave radar sensing using a phased-MIMO architecture [C]//Proc. of the 22nd Annual International Conference on Mobile Systems, Applications and Services, 2024: 56−69. |
| 4 |
ZHOU Q, GONG Y K, NALLANATHAN A. Radar-aided beam selection in MIMO communication systems: a federated transfer learning approach[J]. IEEE Trans. on Vehicular Technology, 2024, 73, 1- 5.
doi: 10.1109/tvt.2024.3373496 |
| 5 |
HUAN M S, LIANG J L, MA Y G, et al. Optimization of high-resolution and ambiguity-free sparse planar array geometry for automotive MIMO radar[J]. IEEE Trans. on Signal Processing, 2024, 72, 4332- 4348.
doi: 10.1109/TSP.2024.3404888 |
| 6 |
WANG J Q, CHEN Y F, CHEN L. Transmit beamforming for MIMO dual functional radar-communication with IQI[J]. IEEE Trans. on Vehicular Technology, 2023, 3 (12): 15732- 15744.
doi: 10.1109/tvt.2023.3290155 |
| 7 | YI W M, GROSSI E, LAI Y M, et al. Joint detection and localization in distributed MIMO radars employing waveforms with imperfect auto- and cross-correlation[J]. IEEE Trans. on Vehicular Technology, 2023, 72, 16524- 16537. |
| 8 |
CHEN Y, YANG M, LI J, et al. A nested-nested sparse array specially for monostatic colocated MIMO radar with increased degree of freedom[J]. Sensors, 2023, 23 (22): 9230.
doi: 10.3390/s23229230 |
| 9 |
BUZZI S, RIHAN M, ZAPPONE A. Robust RIS-assisted MIMO communication-radar coexistence: joint beamforming and waveform design[J]. IEEE Communications Society, 2023, 30 (12): 6647- 6661.
doi: 10.1109/tcomm.2023.3298983 |
| 10 |
WANG Y J, CHEN M C. A novel MIMO radar orthogonal waveform design algorithm based on the multi-objective improved archimedes optimization algorithm[J]. Remote Sensing, 2023, 15 (21): 5231.
doi: 10.3390/rs15215231 |
| 11 |
ZHU J, LIU W, ZHANG X, et al. Antenna placement optimization for distributed MIMO radar based on a reinforcement learning algorithm[J]. Scientific Reports, 2023, 13 (1): 17487.
doi: 10.1038/s41598-023-43076-z |
| 12 |
WAQAR S, MUAAZ M, PATZOLD M. Direction-independent human activity recognition using a distributed MIMO radar system and deep learning[J]. IEEE Sensors Council, 2023, 10 (15): 24916- 24929.
doi: 10.1109/jsen.2023.3310620 |
| 13 |
JIA W K, JAKOBSSON A, JIAN J W, et al. Unimodular transmit sequence design for FDA-MIMO radar in the presence of mismatched target steering vectors[J]. IEEE Trans. on Antennas and Propagation, 2025, 73 (1): 161- 173.
doi: 10.1109/TAP.2024.3502915 |
| 14 |
HAO Y H, WANG Z F, FU J, et al. Combinatorial-restless-bandit-based transmitter-receiver online selection of distributed MIMO radar with non-stationary channels[J]. Signal Processing, 2025, 227, 1- 12.
doi: 10.1016/j.sigpro.2024.109707 |
| 15 |
CHEN G, WANG C Y, GONG J, et al. A fast phase-only beamforming algorithm for FDA-MIMO radar via kronecker decomposition[J]. Electronics, 2024, 13 (2): 19.
doi: 10.2139/ssrn.4429497 |
| 16 | LEE H C, LEE S G, HEO H P. BER comparisons of MIMO radar with uniform linear arrays[J]. Journal of Algorithms & Computational Technology, 2024, 18, 1- 8. |
| 17 | YAN Y F, TAO H H, SU J. An antenna subset selection algorithm in distributed MIMO radar for target localization via convolutional neural network[J]. IET Radar, Sonar & Navigation, 2023, 11, 1538- 1548. |
| 18 |
SONG Y, ZHANG J C, CHEN J L, et al. Outlier-resistant Bayesian tensor completion for angle estimation in bistatic MIMO radar under array element failures[J]. Signal Processing, 2025, 236, 1- 15.
doi: 10.1016/j.sigpro.2025.110061 |
| 19 |
王行舒, 张劲东, 张亚男, 等. 基于迭代重加权的子阵级MIMO雷达角度超分辨算法[J]. 现代雷达, 2024, 46 (6): 85- 91.
doi: 10.16592/j.cnki.1004-7859.2024.06.014 |
|
WANG X S, ZHANG J D, ZHANG Y N, et al. angle super-resolution algorithm for subarray MIMO radar based on iterative reweighted approach[J]. Modern Radar, 2024, 46 (6): 85- 91.
doi: 10.16592/j.cnki.1004-7859.2024.06.014 |
|
| 20 |
QI C, XIE J W, ZHANG H W, et al. Improving PA-MIMO radar detection performance through transceiver subarray configuration optimization under QoS-based model[J]. IEEE Trans. on Aerospace and Electronics Systems, 2025, 61 (1): 1120- 1134.
doi: 10.1109/TAES.2024.3454012 |
| 21 | 周贺, 吴建新, 张磊. 采用子阵多输入多输出的天基预警雷达强杂波抑制方法[J]. 西安交通大学学报, 2024, 58 (4): 170- 181. |
| ZHOU H, WU J, ZHANG L. A strong clutter suppression method for space-based early warning radar using subarray mutiple input multiple output[J]. Journal of Xi’an Jiaotong University, 2024, 58 (4): 170- 181. | |
| 22 |
黄磊, 柳艾飞, 高才才. 集中式MIMO雷达研究进展: 正交波形设计与信号处理[J]. 雷达科学与技术, 2023, 21 (1): 1- 23.
doi: 10.3969/j.issn.1672-2337.2023.01.001 |
|
HUANG L, LIU A F, GAO C C. A review of orthogonal waveform design and signal processing in collocated MIMO radar[J]. Radar Science and Technology, 2023, 21 (1): 1- 23.
doi: 10.3969/j.issn.1672-2337.2023.01.001 |
|
| 23 |
HASSANIEN A, VOROBYOV S A. Phased-MIMO radar: a tradeoff between phased-array and MIMO radars[J]. IEEE Trans. on Signal Processing, 2010, 58 (6): 3137- 3151.
doi: 10.1109/TSP.2010.2043976 |
| 24 |
FUHRMANN D R, BROWNING J P, RANGASWAMY M. Signal strategies for the hybrid MIMO phased-array radar[J]. IEEE Journal of Selected Topics in Signal Processing, 2010, 4 (1): 66- 78.
doi: 10.1109/JSTSP.2009.2038968 |
| 25 |
WILCOX D, SELLATHURAI M. On MIMO radar subarrayed transmit beamforming[J]. IEEE Trans. on Signal Processing, 2012, 60 (4): 2076- 2081.
doi: 10.1109/TSP.2011.2179540 |
| 26 |
KHAN W, QURESHI I M, SULTAN K. Ambiguity function of phased-MIMO radar with colocated antennas and its properties[J]. IEEE Geoscience and Remote Sensing Letters, 2014, 11 (7): 1220- 1224.
doi: 10.1109/LGRS.2013.2290010 |
| 27 |
KHAN W, QURESHI I M, BASIT A, et al. Hybrid phased MIMO radar with unequal subarrays[J]. IEEE Antennas and Wireless Propagation Letters, 2015, 14, 1702- 1705.
doi: 10.1109/LAWP.2015.2419279 |
| 28 |
陈志坤, 冯翔, 李风从, 等. Phased-MIMO雷达恒模正交波形优化设计[J]. 系统工程与电子技术, 2016, 38 (6): 1288- 1294.
doi: 10.3969/j.issn.1001-506X.2016.06.11 |
|
CHEN Z K, FENG X, LI F C, et al. Constant orthogonal waveform optimal design for phased-MIMO radar[J]. Systems Engineering and Electronics, 2016, 38 (6): 1288- 1294.
doi: 10.3969/j.issn.1001-506X.2016.06.11 |
|
| 29 |
NI D, YANG S W, GUO J X. A study on the application of subarrayed time-modulated arrays to MIMO radar[J]. IEEE Antennas and Wireless Propagation Letters, 2017, 16, 1171- 1174.
doi: 10.1109/LAWP.2016.2626478 |
| 30 |
BUTT F A, NAQVI I H, RIAZ U. Hybrid phased-MIMO radar: a novel approach with optimal performance under electronic countermeasures[J]. IEEE Communications Letters, 2018, 22 (6): 1184- 1187.
doi: 10.1109/LCOMM.2018.2828408 |
| 31 | DU X H, ZHOU S H, ZHANG M C. A sub-array MIMO radar waveform design with wide pulse compression main-lobe [C]//Proc. of the IEEE International Radar Conference, 2023. |
| 32 | 刘帅琦, 王布宏, 李夏, 等. 二维混合MIMO相控阵雷达收发波束空间设计[J]. 系统工程与电子技术, 2017, 39 (10): 2221- 2227. |
| LIU S Q, WANG B H, LI X, et al. Joint transmit and receive beamspace design for two-dimensional hybrid MIMO phased-array radar[J]. Systems Engineering and Electronics, 2017, 39 (10): 2221- 2227. | |
| 33 |
TAHCFULLOH S. MIMO radar array antenna with transmit-receive subarrays[J]. International Journal of Intelligent Engineering and Systems, 2020, 13 (6): 189- 198.
doi: 10.22266/ijies2020.1231.17 |
| 34 |
HAN K, HONG S. High-resolution phased-subarray MIMO radar with grating lobe cancellation technology[J]. IEEE Trans. on Microwave Theory and Techniques, 2022, 70 (5): 2775- 2785.
doi: 10.1109/TMTT.2022.3151633 |
| 35 |
LIU R T, ZHANG W, YU X X, et al. Transmit-receive beamforming for distributed phased-MIMO radar system[J]. IEEE Trans. on Vehicular Technology, 2022, 71 (2): 1439- 1453.
doi: 10.1109/TVT.2021.3133596 |
| 36 | QI C, XIE J W, ZHANG H W, et al. Improving PA-MIMO radar detection performance through transceiver subarray configuration optimization under QoS-based model[J]. IEEE Trans. on Aerospace and Electronic System, 2025, 61 (1): 1120- 1134. |
| 37 |
XU L L, ZHOU S H, LIU H W, et al. Distributed multiple-input-multiple-output radar waveform and mismatched filter design with expanded mainlobe[J]. IET Radar, Sonar & Navigation, 2018, 12 (2): 227- 238.
doi: 10.1049/iet-rsn.2017.0340 |
| 38 | ZHOU S H, LU J, VARSHNEY P K, et al. Colocated MIMO radar waveform optimization with receive beamforming[J]. Digital Signal Processing, 2019, 98, 102635. |
| 39 |
LI H, ZHAO Y B, CHENG Z F, et al. Orthogonal frequency division multiplexing linear frequency modulation signal design with optimized pulse compression property of spatial synthesized signals[J]. IET Radar, Sonar & Navigation, 2016, 10 (7): 1319- 1326.
doi: 10.1049/iet-rsn.2015.0642 |
| 40 |
BOYD S, PARIKH N, CHU E, et al. Distributed optimization and statistical learning via the alternating direction method of multipliers[J]. Foundations and Trends in Machine Learning, 2010, 3 (1): 11- 22.
doi: 10.1561/9781601984616 |
| 41 |
胡亮兵, 刘宏伟, 杨晓超, 等. 集中式MIMO雷达发射方向图快速设计方法[J]. 电子与信息学报, 2010, 32 (2): 481- 484.
doi: 10.3724/SP.J.1146.2009.00705 |
|
HU L B, LIU H W, YANG X C, et al. Fast transmit beampattern synthesis for MIMO radar with colocated antennas[J]. Journal of Electronics & Information Technology, 2010, 32 (2): 481- 484.
doi: 10.3724/SP.J.1146.2009.00705 |
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