Loading [MathJax]/extensions/MathMenu.js
UAV communications with millimeter-wave beamforming: Potentials, scenarios, and challenges | IEEE Journals & Magazine | IEEE Xplore

UAV communications with millimeter-wave beamforming: Potentials, scenarios, and challenges


Abstract:

Unmanned aerial vehicle (UAV) has been widely used in many fields and is arousing global attention. As the resolution of the equipped sensors in the UAV becomes higher an...Show More

Abstract:

Unmanned aerial vehicle (UAV) has been widely used in many fields and is arousing global attention. As the resolution of the equipped sensors in the UAV becomes higher and the tasks become more complicated, much higher data rate and longer communication range are required in the foreseeable future. As the millimeter-wave (mmWave) band can provide more abundant frequency resources than the microwave band, much higher achievable rate can be guaranteed to support UAV services such as video surveillance, hotspot coverage, and emergency communications, etc. The flexible mmWave beamforming can be used to overcome the high path loss caused by the long propagation distance. In this paper, we study three typical application scenarios for mmWave-UAV communications, namely communication terminal, access point, and backbone link. We present several key enabling techniques for UAV communications, including beam tracking, multi-beam forming, joint Tx/Rx beam alignment, and full-duplex relay techniques. We show the coupling relation between mmWave beamforming and UAV positioning for mmWave-UAV communications. Lastly, we summarize the challenges and research directions of mmWave-UAV communications in detail.
Published in: China Communications ( Volume: 17, Issue: 9, September 2020)
Page(s): 147 - 166
Date of Publication: 25 September 2020
Print ISSN: 1673-5447
Citations are not available for this document.

Cites in Papers - |

Cites in Papers - IEEE (55)

Select All
1.
Guyue Zhu, Yuanjian Liu, Shuangde Li, Kai Mao, Qiuming Zhu, César Briso-Rodríguez, Jingyi Liang, Xuchao Ye, "Semantic-Based Channel State Information Feedback for AAV-Assisted ISAC Systems", IEEE Internet of Things Journal, vol.12, no.5, pp.4981-4991, 2025.
2.
Minkyeong Jeong, Chungyong Lee, "Performance Evaluation in UAV-IRS Communication System with IRS Radiation Pattern", 2024 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), pp.1-3, 2024.
3.
Ke Peng, Nan Ma, Kaiheng Zhang, Shaoyi Liu, "A Novel 3D Non-Stationary Wideband GBSM for AIRS-Assisted Massive MIMO V2V Communication in Viaduct Scenarios", 2024 IEEE Wireless Communications and Networking Conference (WCNC), pp.1-6, 2024.
4.
Heyam Hassan, Saud Althunibat, Mohammad Taghi Dabiri, Mazen Hasna, Khalid Qaraqe, "On the Error Analysis of Two-Way Relaying in mmWave-Based Aerial Links", 2024 IEEE Wireless Communications and Networking Conference (WCNC), pp.1-6, 2024.
5.
Zhishan Bai, Jiupeng Zhang, Qiu Ouyang, Shi Yan, "An Energy-Efficient ISAC Beam Management Scheme in UAV Communications", 2024 IEEE Wireless Communications and Networking Conference (WCNC), pp.1-6, 2024.
6.
Jorge Carvajal-Rodríguez, Danny S. Guamán, Christian Tipantuña, Felipe Grijalva, Luis Felipe Urquiza, "3D Placement Optimization in UAV-Enabled Communications: A Systematic Mapping Study", IEEE Open Journal of Vehicular Technology, vol.5, pp.523-559, 2024.
7.
Wenyun Chen, Chenxi Liu, Wei Wang, Mugen Peng, Wei Zhang, "Adaptive Hybrid Beamforming for UAV mmWave Communications Against Asymmetric Jitter", IEEE Transactions on Wireless Communications, vol.23, no.8, pp.9432-9445, 2024.
8.
Heyam F. Hassan, Saud Althunibat, Mohammad Taghi Dabiri, Mazen Hasna, Khalid A. Qaraqe, "Performance Analysis of Two-Way Relaying in mmWave-Based Aerial Links", IEEE Open Journal of the Communications Society, vol.5, pp.1047-1056, 2024.
9.
Xin Liu, Jihan Feng, Feng Li, Victor C. M. Leung, "Downlink Energy Efficiency Maximization for RSMA-UAV Assisted Communications", IEEE Wireless Communications Letters, vol.13, no.1, pp.98-102, 2024.
10.
Xiqing Liu, Yiran Yang, Jialong Gong, Nian Xia, Jichong Guo, Mugen Peng, "Amplitude Barycenter Calibration of Delay-Doppler Spectrum for OTFS Signal—An Endeavor to Integrated Sensing and Communication Waveform Design", IEEE Transactions on Wireless Communications, vol.23, no.4, pp.2622-2637, 2024.
11.
Pengfei Yi, Lipeng Zhu, Zhenyu Xiao, Rui Zhang, Zhu Han, Xiang-Gen Xia, "3-D Positioning and Resource Allocation for Multi-UAV Base Stations Under Blockage-Aware Channel Model", IEEE Transactions on Wireless Communications, vol.23, no.3, pp.2453-2468, 2024.
12.
Jianan Zhu, Chenxi Liu, Wenyun Chen, Xiaoling Hu, Mugen Peng, "Adaptive Prediction-Based Beam Tracking Scheme for UAV mmWave Communications", 2023 IEEE Globecom Workshops (GC Wkshps), pp.836-841, 2023.
13.
Qian You, Qian Xu, Xin Yang, Wen-Bin Sun, Ling Wang, "Distributed Deep Learning for RIS Aided UAV-D2D Communications in Space-Air-Ground Networks", 2023 IEEE/CIC International Conference on Communications in China (ICCC), pp.1-6, 2023.
14.
Li Wang, Xuewei Wu, Yanhui Wang, Zhe Xiao, Liang Li, Aiguo Fei, "On UAV Serving Node Deployment for Temporary Coverage in Forest Environment: A Hierarchical Deep Reinforcement Learning Approach", Chinese Journal of Electronics, vol.32, no.4, pp.760-772, 2023.
15.
Wenyun Chen, Chenxi Liu, Wei Wang, Mugen Peng, "Adaptive Beamwidth Control for UAV mm Wave Communications Under Jittering Effects", 2023 IEEE International Conference on Communications Workshops (ICC Workshops), pp.1902-1907, 2023.
16.
Qiuhao Liu, Yonghao Lin, Jiakang Zheng, Zhe Wang, Jiayi Zhang, Bo Ai, "Performance Analysis of XL-MIMO-OFDM Systems for High-Speed Train Communications", 2023 IEEE International Conference on Communications Workshops (ICC Workshops), pp.1741-1746, 2023.
17.
Ke Liu, Yanming Liu, Pengfei Yi, Zhenyu Xiao, Xiang-Gen Xia, "Deployment and Robust Hybrid Beamforming for UAV MmWave Communications", IEEE Transactions on Communications, vol.71, no.5, pp.3073-3086, 2023.
18.
Chen Zhang, Leyi Zhang, Tianqi Mao, Zhenyu Xiao, Zhu Han, Xiang-Gen Xia, "Detection of Stealthy Jamming for UAV-Assisted Wireless Communications: An HMM-Based Method", IEEE Transactions on Cognitive Communications and Networking, vol.9, no.3, pp.779-793, 2023.
19.
Kefeng Guo, Rui Liu, Chao Dong, Kang An, Yuzhen Huang, Shibing Zhu, "Ergodic Capacity of NOMA-Based Overlay Cognitive Integrated Satellite-UAV-Terrestrial Networks", Chinese Journal of Electronics, vol.32, no.2, pp.273-282, 2023.
20.
Yikun Zhao, Fanqin Zhou, Lei Feng, Wenjing Li, Peng Yu, "MADRL-Based 3D Deployment and User Association of Cooperative mmWave Aerial Base Stations for Capacity Enhancement", Chinese Journal of Electronics, vol.32, no.2, pp.283-294, 2023.
21.
Ziyue Liu, Enzhi Zhou, Jingjing Cui, Zhicheng Dong, Pingzhi Fan, "A Double-Beam Soft Handover Scheme and Its Performance Analysis for mmWave UAV Communications in Windy Scenarios", IEEE Transactions on Vehicular Technology, vol.72, no.1, pp.893-906, 2023.
22.
Jianhe Du, Xin Luo, Libiao Jin, Feifei Gao, "Robust Tensor-Based Algorithm for UAV-Assisted IoT Communication Systems via Nested PARAFAC Analysis", IEEE Transactions on Signal Processing, vol.70, pp.5117-5132, 2022.
23.
M. Mahdi Azari, Sourabh Solanki, Symeon Chatzinotas, Oltjon Kodheli, Hazem Sallouha, Achiel Colpaert, Jesus Fabian Mendoza Montoya, Sofie Pollin, Alireza Haqiqatnejad, Arsham Mostaani, Eva Lagunas, Bjorn Ottersten, "Evolution of Non-Terrestrial Networks From 5G to 6G: A Survey", IEEE Communications Surveys & Tutorials, vol.24, no.4, pp.2633-2672, 2022.
24.
Wenmin Lu, Weizheng Zhang, Chiya Zhang, Jihong Zhang, Chunlong He, "UAV Millimeter-Wave Beam Training Based on Adaptive Sensing", 2022 IEEE/CIC International Conference on Communications in China (ICCC), pp.115-120, 2022.
25.
Ke Liu, Yanming Liu, Tianqi Mao, Zhenyu Xiao, Xiang-Gen Xia, "Robust Hybrid Beamforming for Jittering UAV with MmWave Antenna Array", 2022 IEEE/CIC International Conference on Communications in China (ICCC), pp.244-249, 2022.
26.
Yanming Liu, Haobin Mao, Lipeng Zhu, Zhenyu Xiao, Xiang-Gen Xia, "Resource Allocation for End-to-End Delay Minimization in UAV-Enabled Mesh Networks", 2022 IEEE/CIC International Conference on Communications in China (ICCC), pp.440-445, 2022.
27.
Zhangfeng Ma, Bo Ai, Ruisi He, Hang Mi, Mi Yang, Ning Wang, Zhangdui Zhong, Wei Fan, "Modeling and Analysis of MIMO Multipath Channels With Aerial Intelligent Reflecting Surface", IEEE Journal on Selected Areas in Communications, vol.40, no.10, pp.3027-3040, 2022.
28.
Li You, Xiaoyu Qiang, Christos G. Tsinos, Fan Liu, Wenjin Wang, Xiqi Gao, Björn Ottersten, "Beam Squint-Aware Integrated Sensing and Communications for Hybrid Massive MIMO LEO Satellite Systems", IEEE Journal on Selected Areas in Communications, vol.40, no.10, pp.2994-3009, 2022.
29.
Shiguo Wang, Zhetao Li, Mingyue He, Tao Jiang, Rukhsana Ruby, Hong Ji, Victor C. M. Leung, "A Joint Hybrid Precoding/Combining Scheme Based on Equivalent Channel for Massive MIMO Systems", IEEE Journal on Selected Areas in Communications, vol.40, no.10, pp.2882-2893, 2022.
30.
Jiakang Zheng, Jiayi Zhang, Emil Björnson, Zhetao Li, Bo Ai, "Cell-Free Massive MIMO-OFDM for High-Speed Train Communications", IEEE Journal on Selected Areas in Communications, vol.40, no.10, pp.2823-2839, 2022.

Cites in Papers - Other Publishers (29)

1.
Junwei Bao, Zhuangzhuang Cui, Yang Miao, Qiuming Zhu, Kai Mao, Boyu Hua, "Doppler effects in UAV‐to‐vehicle multipath channels under 6D mobility", IET Microwaves, Antennas & Propagation, 2024.
2.
Tiancheng Shi, Liping Du, Yueyun Chen, "Joint User Scheduling, Trajectory, Beamforming and Power Allocation for Millimeter-Wave Full-Duplex UAV Relay", Wireless Personal Communications, 2024.
3.
Jinli Zhang, Fanqin Zhou, Wenjing Li, Fei Qi, "Beam prediction and tracking mechanism with enhanced LSTM for mmWave aerial base station", Wireless Networks, 2024.
4.
M. S. Sugesh, G. Vairavel, "Systematic Literature Review on the Machine Learning Techniques for UAV-Assisted mm-Wave Communications", Innovations in Electrical and Electronic Engineering, vol.1109, pp.517, 2024.
5.
Yikun Zhao, Jinli Zhang, Fanqin Zhou, Wenjing Li, Lei Feng, "Deep Learning-Based Beam Alignment and Tracking Mechanism for mmWave Aerial Base Station", Proceedings of the 13th International Conference on Computer Engineering and Networks, vol.1125, pp.217, 2024.
6.
Xiangchun Cao, Jianhong Hao, Qiang Zhao, Fang Zhang, Jieqing Fan, Bixi Xue, Zhiwei Dong, "Terahertz Transmission Characteristics for UAV Swarm on Atmosphere-Limited Line-of-sight Links Under Complex Meteorological Conditions", Journal of Infrared, Millimeter, and Terahertz Waves, 2023.
7.
Ryosuke Isogai, Keitarou Kondou, Lin Shan, Takashi Matsuda, Ryu Miura, Satoshi Yasuda, Nobuyasu Shiga, Takeshi Matsumura, Yozo Shoji, "Challenges in Inter-UAV 60 GHz Wireless Communication Utilizing Instantaneous Proximity Opportunities in Flight", Drones, vol.7, no.9, pp.583, 2023.
8.
Ge Yang, Hongyuan Zheng, Xiangping Bryce Zhai, Jing Zhu, "Energy-Efficient Cellular Offloading Optimization for UAV-Aided Networks", International Conference on Neural Computing for Advanced Applications, vol.1869, pp.286, 2023.
9.
Chaojin QING, Qing YE, Wenhui LIU, Zilong WANG, Jiafan WANG, Jinliang CHEN, "LoS sensing-based superimposed CSI feedback for UAV-assisted mmWave systems", Chinese Journal of Aeronautics, 2023.
10.
Kaddour Messaoudi, Omar Sami Oubbati, Abderrezak Rachedi, Abderrahmane Lakas, Tahar Bendouma, Noureddine Chaib, "A survey of UAV-based data collection: Challenges, solutions and future perspectives", Journal of Network and Computer Applications, pp.103670, 2023.
11.
Rongrong Zhang, Mengyu Li, Xinglong Li, Yong Guan, Cheng'an Zhao, Huan Qi, Changquan Qiu, "Sum-throughput maximization for UAV-aided energy-harvesting WBANs: Hovering altitude design, power control and time allocation", Digital Communications and Networks, 2023.
12.
Mohammed A. Alanezi, Abdullahi Mohammad, Yusuf A. Sha?aban, Houssem R. E. H. Bouchekara, Mohammad S. Shahriar, "Auto-Encoder Learning-Based UAV Communications for Livestock Management", Drones, vol.6, no.10, pp.276, 2022.
13.
Jinxi Zhang, Gang Chuai, Weidong Gao, "Energy-Efficient Optimization for Energy-Harvesting-Enabled mmWave-UAV Heterogeneous Networks", Entropy, vol.24, no.2, pp.300, 2022.
14.
Yuhui GENG, Xianbin CAO, Huanxi CUI, Zhenyu XIAO, "Network Element Placement for Space‐Air‐Ground Integrated Network: A Tutorial", Chinese Journal of Electronics, vol.31, no.6, pp.1013, 2022.
15.
Zuguang LI, Wei WANG, Jia GUO, Youwen ZHU, Lu HAN, Qihui WU, "Blockchain‐Empowered Dynamic Spectrum Management for Space‐Air‐Ground Integrated Network", Chinese Journal of Electronics, vol.31, no.3, pp.456, 2022.
16.
Mohammed Saleh Ali Muthanna, Ammar Muthanna, Tu N. Nguyen, Abdullah Alshahrani, Ahmed A. Abd El-Latif, "Towards optimal positioning and energy-efficient UAV path scheduling in IoT applications", Computer Communications, vol.191, pp.145, 2022.
17.
Ran Zhang, Ye Wang, Youhong Feng, "A leakage?based hybrid beamforming design for multi?user mmWave massive MIMO systems", IET Communications, 2022.
18.
Danyu Diao, Buhong Wang, Kunrui Cao, Runze Dong, Tianhao Cheng, "Secure Transmission of mmWave NOMA UAV-Assisted Relay System against Randomly Located Eavesdroppers", Security and Communication Networks, vol.2022, pp.1, 2022.
19.
Chunhui LIU, Meilin WANG, Zanliang DONG, Pei WANG, "Time?Varying Channel Estimation Based on Air?Ground Channel Modelling and Modulated Learning Networks", Chinese Journal of Electronics, vol.31, no.3, pp.430, 2022.
20.
Ghada Alsuhli, Ahmed Fahim, Yasser Gadallah, "A survey on the role of UAVs in the communication process: A technological perspective", Computer Communications, vol.194, pp.86, 2022.
21.
Ang Ji, Jianjun Wu, "Joint Deployment and Power Optimization for UAV Relay in Multiuser Networks", Wireless Communications and Mobile Computing, vol.2022, pp.1, 2022.
22.
Fei HUANG, Guangxia LI, Haichao WANG, Shiwei TIAN, Yang YANG, Jinghui CHANG, "Navigation for UAV Pair?Supported Relaying in Unknown IoT Systems with Deep Reinforcement Learning", Chinese Journal of Electronics, vol.31, no.3, pp.416, 2022.
23.
Chaowei WANG, Yuling CUI, Danhao DENG, Weidong WANG, Fan JIANG, "Trajectory Optimization and Power Allocation Scheme Based on DRL in Energy Efficient UAV?Aided Communication Networks", Chinese Journal of Electronics, vol.31, no.3, pp.397, 2022.
24.
Xianbang Diao, Wendong Yang, Jianchao Zheng, Yueming Cai, "Joint Scheduling and Power Optimization for Complex Status Updates in Multiantenna UAV-Assisted Multiaccess Edge Computing", Wireless Communications and Mobile Computing, vol.2022, pp.1, 2022.
25.
Xu JIANG, Min SHENG, Nan ZHAO, Chengwen XING, Weidang LU, Xianbin WANG, "Green UAV communications for 6G: A survey", Chinese Journal of Aeronautics, vol.35, no.9, pp.19, 2022.
26.
Huijie Zhu, Chunheng Liu, Ming Li, Bodong Shang, Mingqian Liu, "Unmanned aerial vehicle passive detection for Internet of Space Things", Physical Communication, vol.49, pp.101474, 2021.
27.
Huijie Zhu, Chunheng Liu, Ming Li, Bodong Shang, Mingqian Liu, "Passive detection of unmanned aerial vehicle in space-air-ground integrated networks", Physical Communication, vol.48, pp.101439, 2021.
28.
Muhammad K. Shehzad, Muhammad W. Akhtar, Syed A. Hassan, "Performance of mmWave UAV‐Assisted 5G Hybrid Heterogeneous Networks" in Autonomous Airborne Wireless Networks, pp.97-118, 2021.
29.
Agbotiname Lucky Imoize, Oluwadara Adedeji, Nistha Tandiya, Sachin Shetty, "6G Enabled Smart Infrastructure for Sustainable Society: Opportunities, Challenges, and Research Roadmap", Sensors, vol.21, no.5, pp.1709, 2021.
Contact IEEE to Subscribe