Distributed conditional generative adversarial networks (GANs) for data-driven millimeter wave communications in UAV networks
In this paper, a novel framework is proposed to perform data-driven air-to-ground channel
estimation for millimeter wave (mmWave) communications in an unmanned aerial vehicle …
estimation for millimeter wave (mmWave) communications in an unmanned aerial vehicle …
Distributed generative adversarial networks for mmWave channel modeling in wireless UAV networks
In this paper, a novel framework is proposed to enable air-to-ground channel modeling over
millimeter wave (mmWave) frequencies in an unmanned aerial vehicle (UAV) wireless …
millimeter wave (mmWave) frequencies in an unmanned aerial vehicle (UAV) wireless …
LSTM-based distributed conditional generative adversarial network for data-driven 5G-enabled maritime UAV communications
5G enabled maritime unmanned aerial vehicle (UAV) communication is one of the important
applications of 5G wireless network which requires minimum latency and higher reliability to …
applications of 5G wireless network which requires minimum latency and higher reliability to …
Generative neural network channel modeling for millimeter-wave UAV communication
The millimeter wave bands are being increasingly considered for wireless communication to
unmanned aerial vehicles (UAVs). Critical to this undertaking are statistical channel models …
unmanned aerial vehicles (UAVs). Critical to this undertaking are statistical channel models …
Generative adversarial estimation of channel covariance in vehicular millimeter wave systems
X Li, A Alkhateeb… - 2018 52nd Asilomar …, 2018 - ieeexplore.ieee.org
Enabling highly-mobile millimeter wave (mmWave) systems is challenging because of the
huge training overhead associated with acquiring the channel knowledge or designing the …
huge training overhead associated with acquiring the channel knowledge or designing the …
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 …
communications. To investigate the impacts of UAV jitter on mmWave communications, we …
Distributional reinforcement learning for mmWave communications with intelligent reflectors on a UAV
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 …
(UAV)-carried intelligent reflector (IR) is proposed to enhance multi-user downlink …
Coordinated beamforming for UAV-aided millimeter-wave communications using GPML-based channel estimation
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 …
technologies to improve the quality of service (QoS) of edge users. To meet the requirement …
Reflections in the sky: Millimeter wave communication with UAV-carried intelligent reflectors
In this paper, a novel approach that uses an unmanned aerial vehicle (UAV)-carried
intelligent reflector (IR) is proposed to enhance the performance of millimeter wave (mmW) …
intelligent reflector (IR) is proposed to enhance the performance of millimeter wave (mmW) …
Position-attitude prediction based beam tracking for UAV mmWave communications
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 …
UAV communications. Because of high mobility and attitude variations, it is challenging to …