A survey on machine-learning techniques for UAV-based communications

PS Bithas, ET Michailidis, N Nomikos, D Vouyioukas… - Sensors, 2019 - mdpi.com
Unmanned aerial vehicles (UAVs) will be an integral part of the next generation wireless
communication networks. Their adoption in various communication-based applications is …

Survey on UAV deployment and trajectory in wireless communication networks: Applications and challenges

SI Han - Information, 2022 - mdpi.com
A new era of the fifth-generation (5G) networks is realized to satisfy user demands on higher
data rate and massive connectivity for information sharing and utilization. The vertical …

Resource scheduling based on deep reinforcement learning in UAV assisted emergency communication networks

C Wang, D Deng, L Xu, W Wang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) assisted emergency communication is an important
technique for future B5G/6G scenario. The UAV is usually considered as a mobile relay to …

3D UAV trajectory and communication design for simultaneous uplink and downlink transmission

M Hua, L Yang, Q Wu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we investigate the unmanned aerial vehicle (UAV)-aided simultaneous uplink
and downlink transmission networks, where one UAV acting as a disseminator is connected …

Deep learning for optimal deployment of UAVs with visible light communications

Y Wang, M Chen, Z Yang, T Luo… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
In this paper, the problem of dynamical deployment of unmanned aerial vehicles (UAVs)
equipped with visible light communication (VLC) capabilities for optimizing the energy …

A survey on UAV placement optimization for UAV-assisted communication in 5G and beyond networks

IA Elnabty, Y Fahmy, M Kafafy - Physical Communication, 2022 - Elsevier
With the increase in capacity demands and the requirement of ubiquitous coverage in the
fifth generation and beyond wireless communications networks, unmanned aerial vehicles …

Joint trajectory and resource optimization for UAV-aided two-way relay networks

Y Liang, L Xiao, D Yang, Y Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-aided two-way relay networks with multiple terrestrial user
pairs is investigated, where a fix-wing UAV is served as a two-way relay to assist information …

Secrecy Outage Analysis of UAV Assisted Relay and Antenna Selection for Cognitive Network Under Nakagami- Channel

B Ji, Y Li, S Chen, C Han, C Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In view of the scarcity of spectrum resources in wireless communication, it is studied in this
paper over the two-hop cognitive secrecy transmission scheme of decoding and forwarding …

URLLC in UAV-enabled multicasting systems: A dual time and energy minimization problem using UAV speed, altitude and beamwidth

A Ranjha, G Kaddoum, M Rahim, K Dev - Computer Communications, 2022 - Elsevier
Realizing ultra-high reliability for short packets in sixth-generation (6G) networks is a crucial
task for network designers as classical Shannonian capacity bounds become obsolete …

Multiple UAV-mounted base station placement and user association with joint fronthaul and backhaul optimization

C Qiu, Z Wei, X Yuan, Z Feng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, we study a joint placement, resource allocation, and user association problem
for UAV-assisted wireless networks with constrained backhaul links, where multiple UAV …