Coordinated beamforming for UAV-aided millimeter-wave communications using GPML-based channel estimation

J Wang, R Han, L Bai, T Zhang, J Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In the 5th generation (5G) networks, coordinated multiple point (CoMP) is one of key
technologies to improve the quality of service (QoS) of edge users. To meet the requirement …

CKM-assisted LoS identification and predictive beamforming for cellular-connected UAV

S Zeng, X Xu, Y Zeng, F Liu - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
Predictive millimeter-wave (mmWave) beamforming is a promising technique to enable low-
latency and high-rate ground-air communications for cellular-connected unmanned aerial …

Jittering effects analysis and beam training design for UAV millimeter wave communications

W Wang, W Zhang - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
Jittering effects significantly degrade the performance of UAV millimeter-wave (mmWave)
communications. To investigate the impacts of UAV jitter on mmWave communications, we …

Joint 3D codebook design and beam training for UAV millimeter-wave communications

Y Wang, X Wen, Y Chen, W Jing… - 2019 IEEE 30th …, 2019 - ieeexplore.ieee.org
Owing to its excellent flexibility, unmanned aerial vehicles (UAV) have been widely adopted
as aerial access points to provide data collection services for the Internet of Things (IoT) …

Position-attitude prediction based beam tracking for UAV mmWave communications

J Zhang, W Xu, H Gao, M Pan, Z Feng… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Millimeter wave offers large bandwidth for high data-rate unmanned aerial vehicle (UAV)-to-
UAV communications. Because of high mobility and attitude variations, it is challenging to …

Machine-learning beam tracking and weight optimization for mmWave multi-UAV links

HL Chiang, KC Chen, W Rave… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Millimeter-wave (mmWave) hybrid analog-digital beamforming is a promising approach to
satisfy the low-latency constraint in multiple unmanned aerial vehicles (UAVs) systems …

Position prediction based fast beam tracking scheme for multi-user UAV-mmWave communications

Y Ke, H Gao, W Xu, L Li, L Guo… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) millimeter-wave (mmWave) communication is emerging as
a promising technique for future networks with flexible network topology and ultra-high data …

Location information assisted mmWave hybrid beamforming scheme for 5G-enabled UAVs

H Wu, R Hou, B Sun - ICC 2020-2020 IEEE International …, 2020 - ieeexplore.ieee.org
Integrating Unmanned Aerial Vehicles (UAVs) into the cellular network as the aerial users is
a promising solution to meet their ever-increasing communication demands in a wide range …

Distributional reinforcement learning for mmWave communications with intelligent reflectors on a UAV

Q Zhang, W Saad, M Bennis - GLOBECOM 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
In this paper, a novel communication framework that uses an unmanned aerial vehicle
(UAV)-carried intelligent reflector (IR) is proposed to enhance multi-user downlink …

Millimeter-wave networking in the sky: A machine learning and mean field game approach for joint beamforming and beam-steering

L Li, H Ren, Q Cheng, K Xue, W Chen… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In unmanned aerial vehicle (UAV)-assisted massive multi-input multi-output (MIMO)
millimeter-wave (mmWave) networks, beam-steering guarantees reliable and steady …