A non-stationary geometry-based MIMO channel model for millimeter-wave UAV networks

Z Ma, B Ai, R He, Z Zhong… - IEEE Journal on Selected …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) communications are expected to play a major role in future
space-air-ground integrated networks (SAGINs). In this paper, a geometric three …

Machine-learning-based 3-D channel modeling for U2V mmWave communications

K Mao, Q Zhu, M Song, H Li, B Ning… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) millimeter wave (mmWave) technologies can provide
flexible link and high data rate for future communication networks. By considering the new …

[PDF][PDF] 3GPP TR 38.901 channel model

Q Zhu, CX Wang, B Hua, K Mao, S Jiang… - the wiley 5G Ref: the …, 2021 - researchgate.net
Abstract The 3rd Generation Partnership Project (3GPP) recommends an accurate and
compatible stochastic channel model for 0–100 GHz frequency band, which is useful to …

A review on recent approaches in mmWave UAV-aided communication networks and open issues

QT Do, DS Lakew, AT Tran, DT Hua… - 2023 International …, 2023 - ieeexplore.ieee.org
Recently, the use of unmanned aerial vehicles (UAVs) is spreading to many fields,
especially for wireless communication-related tasks. However, such communication is facing …

LSTM-based distributed conditional generative adversarial network for data-driven 5G-enabled maritime UAV communications

I Rasheed, M Asif, A Ihsan, WU Khan… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
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 …

Map-based channel modeling and generation for U2V mmWave communication

Q Zhu, K Mao, M Song, X Chen, B Hua… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) aided millimeter wave (mmWave) technologies have a
promising prospect in the future wireless communication networks. By considering the …

Generative neural network channel modeling for millimeter-wave UAV communication

W Xia, S Rangan, M Mezzavilla… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The millimeter wave bands are being increasingly considered for wireless communication to
unmanned aerial vehicles (UAVs). Critical to this undertaking are statistical channel models …

Distributed conditional generative adversarial networks (GANs) for data-driven millimeter wave communications in UAV networks

Q Zhang, A Ferdowsi, W Saad… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

Millimeter wave channel modeling via generative neural networks

W Xia, S Rangan, M Mezzavilla… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Statistical channel models are instrumental to design and evaluate wireless communication
systems. In the millimeter wave bands, such models become acutely challenging; they must …

无人机毫米波信道建模进展和挑战.

朱秋明, 华博宇, 毛开, 仲伟志… - … /Shu Ju Cai Ji Yu Chu …, 2020 - search.ebscohost.com
无人机毫米波通信技术结合无人机和毫米波的优势, 提供高速数据传输和广域网络覆盖能力,
在军用通信系统中拥有广阔的应用前景. 精确的信道模型是无人机毫米波系统设计和性能评估的 …