Beyond 5G for digital twins of UAVs

Z Lv, D Chen, H Feng, R Lou, H Wang - Computer Networks, 2021 - Elsevier
The purpose is to explore the application effects and limitations of Unmanned Aerial Vehicle
(UAV) in 5G/B5G (Beyond 5G) mobile and wireless communication. Based on …

Adaptive Digital Twin for UAV-Assisted Integrated Sensing, Communication, and Computation Networks

B Li, W Liu, W Xie, N Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we study a digital twin (DT)-empowered integrated sensing, communication,
and computation network. Specifically, the users perform radar sensing and computation …

Machine learning based rapid 3D channel modeling for UAV communication networks

JL Wang, YR Li, AB Adege, LC Wang… - 2019 16th IEEE …, 2019 - ieeexplore.ieee.org
This paper applies Machine Learning (ML) to predict the quality of Air-to-Ground (A2G) links
performance for Unmanned Aerial Vehicles Base Stations (UAV-BSs) services. UAV-BSs …

Prediction on EMS of UAV's Data Link Based on SSA-Optimized Dual-Channel CNN

T Xu, Y Wang, D Zhang, M Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, a novel method is presented for electromagnetic interference (EMI) perception
and electromagnetic susceptibility (EMS) assessment of an unmanned aerial vehicle (UAV) …

RNN-based twin channel predictors for CSI acquisition in UAV-assisted 5G+ networks

MK Shehzad, L Rose, M Assaad - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) evolution has gained an unabated interest for the use in
several applications, such as agriculture, aerial surveillance, goods delivery, disaster …

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 …

[HTML][HTML] UAV Digital Twin Based Wireless Channel Modeling for 6G Green IoT

F Qi, W Xie, L Liu, T Hong, F Zhou - Drones, 2023 - mdpi.com
This paper explores the advancements of drones in the context of sixth-generation mobile
communication technology (6G) green Internet of Things (IoT) through the utilization of …

Digital twins in unmanned aerial vehicles for rapid medical resource delivery in epidemics

Z Lv, D Chen, H Feng, H Zhu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The purposes are to explore the effect of Digital Twins (DTs) in Unmanned Aerial Vehicles
(UAVs) on providing medical resources quickly and accurately during COVID-19 prevention …

A novel nonstationary 6G UAV-to-ground wireless channel model with 3-D arbitrary trajectory changes

H Chang, CX Wang, Y Liu, J Huang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
In order to provide reliable and efficient connections between unmanned aerial vehicles
(UAVs) and ground stations (GSs), realistic UAV-to-ground channel models are …

Interference mitigation for 5g-connected uav using deep q-learning framework

A Warrier, S Al-Rubaye… - 2022 IEEE/AIAA 41st …, 2022 - ieeexplore.ieee.org
To boost large-scale deployment of unmanned aerial vehicles (UAVs) in the future, a new
wireless communication paradigm namely cellular-connected UAVs has recently received …