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 …

A comprehensive survey on UAV communication channel modeling

C Yan, L Fu, J Zhang, J Wang - IEEE Access, 2019 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have stroke great interested both by the academic
community and the industrial community due to their diverse military applications and …

Artificial intelligence for UAV-enabled wireless networks: A survey

MA Lahmeri, MA Kishk… - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are considered as one of the promising technologies for
the next-generation wireless communication networks. Their mobility and their ability to …

A survey on unmanned aerial vehicle relaying networks

B Li, S Zhao, R Miao, R Zhang - IET communications, 2021 - Wiley Online Library
With the explosive growth of data communications, existing infrastructure networks are
under ever‐increasing pressure. Due to the advantages of fully controllable mobility, rapid …

UAV communications with machine learning: challenges, applications and open issues

S Ben Aissa, A Ben Letaifa - Arabian Journal for Science and Engineering, 2022 - Springer
Unmanned aerial vehicles (UAV) have recently proved their ability to afford reliable and cost-
effective solutions for many real-world scenarios. The autonomy, mobility and flexibility …

[HTML][HTML] A Review of Constrained Multi-Objective Evolutionary Algorithm-Based Unmanned Aerial Vehicle Mission Planning: Key Techniques and Challenges

G Huang, M Hu, X Yang, X Wang, Y Wang, F Huang - Drones, 2024 - mdpi.com
UAV mission planning is one of the core problems in the field of UAV applications. Currently,
mission planning needs to simultaneously optimize multiple conflicting objectives and take …

Distributed coordinated motion control of multiple UAVs oriented to optimization of air-ground relay network

C Tao, B Liu - Scientific Reports, 2024 - nature.com
A novel adaptive model-based motion control method for multi-UAV communication relay is
proposed, which aims at improving the networks connectivity and the communications …

Outage analysis using probabilistic channel model for drone assisted multi-user coded cooperation system

P Kumar, S Bhattacharyya, S Darshi… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This paper proposes a statistical-based channel modelling approach for a drone assisted
multi-user coded cooperation (DA-MUCC) for evaluating the performance metrics of a next …

Multi-Tier 3D Trajectory Planning for Cellular-Connected UAVs in Complex Urban Environments

X Luo, T Zhang, W Xu, C Fang, T Lu, J Zhou - Symmetry, 2023 - mdpi.com
Cellular-connected unmanned aerial vehicles (UAVs) present a viable solution to address
communication and navigation limitations by leveraging base stations for air–ground …

Self-evolving integrated vertical heterogeneous networks

A Farajzadeh, MG Khoshkholgh… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
6G and beyond networks tend towards fully intelligent and adaptive design in order to
provide better operational agility in maintaining universal wireless access and supporting a …