The Role of Machine Learning in UAV-Assisted Communication

S Javed, A Hassan, R Ahmad, S Qazi… - … of Machine Learning …, 2024 - igi-global.com
An unmanned aerial vehicle (UAV) is a pilotless aircraft that is capable of flying and
maintaining altitude without the need for a human operator, offers more cost-efficient …

Machine learning and AI approach to improve UAV communication and networking

B Baig, AQ Shahzad - Computational intelligence for unmanned aerial …, 2022 - Springer
With the advent of unmanned aerial vehicles (UAVs) several sector of life has been
improved. Currently, numerous researches are carried out to enhance UAV capabilities …

Machine learning for UAV-based networks

MA Lahmeri, MA Kishk, MS Alouini - 2020 - repository.kaust.edu.sa
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 …

Wireless Communication with Unmanned Aerial Vehicles: Design Tradeoffs and Machine Learning Techniques

G Fontanesi - 2022 - researchrepository.ucd.ie
Abstract Unmanned Aerial Vehicles (UAVs) are expanding rapidly in a wide range of
wireless network applications. UAVs have inherent mobility, agility, ability to form Line of …

An overview of machine learning applied in wireless UAV networks

PV Klaine, RD Souza, L Zhang… - Wiley 5G Ref: The …, 2019 - Wiley Online Library
Unmanned aerial vehicles (UAVs) are expected to be deployed in future cellular networks in
a wide range of scenarios, such as to rapidly restore network service after natural disasters …

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 …

Machine Learning Techniques for UAV-Assisted Networks

A Shahbazi - 2022 - theses.hal.science
The main focus of this thesis is on modeling, performance evaluation and system-level
optimization of next-generation cellular networks empowered by Unmanned Aerial Vehicles …

Machine Learning Techniques for UAV Trajectory Optimization—A Survey

S Rajendran, KK Samy, J Chinnathevar… - … for Unmanned Aerial …, 2022 - Springer
Abstract Unmanned Aerial Vehicles (UAVs), generally known as drone are utilized in
various genuine applications like payload conveyance, traffic observing, moving articles in …

Machine learning-aided operations and communications of unmanned aerial vehicles: A contemporary survey

H Kurunathan, H Huang, K Li, W Ni… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Over the past decade, Unmanned Aerial Vehicles (UAVs) have provided pervasive, efficient,
and cost-effective solutions for data collection and communications. Their excellent mobility …

Advancing UAV Communications: A Comprehensive Survey of Cutting-Edge Machine Learning Techniques

C Sun, G Fontanesi, B Canberk… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
This paper provides a comprehensive overview of the evolution of Machine Learning (ML),
from traditional to advanced, in its application and integration into unmanned aerial vehicle …