A Q-Learning-Based Topology-Aware Routing Protocol for Flying Ad Hoc Networks

MY Arafat, S Moh - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Flying ad hoc networks (FANETs) have emanated over the last few years for numerous civil
and military applications. Owing to underlying attributes, such as a dynamic topology, node …

QEHLR: A Q-Learning Empowered Highly Dynamic and Latency-Aware Routing Algorithm for Flying Ad-Hoc Networks

Q Xue, Y Yang, J Yang, X Tan, J Sun, G Li, Y Chen - Drones, 2023 - mdpi.com
With the growing utilization of intelligent unmanned aerial vehicle (UAV) clusters in both
military and civilian domains, the routing protocol of flying ad-hoc networks (FANETs) has …

An intelligent cluster-based routing scheme in 5G flying ad hoc networks

MF Khan, KLA Yau, MH Ling, MA Imran, YW Chong - Applied Sciences, 2022 - mdpi.com
Flying ad hoc network (FANET) is an application of 5G access network, which consists of
unmanned aerial vehicles or flying nodes with scarce resources and high mobility rates. This …

When machine learning meets wireless cellular networks: Deployment, challenges, and applications

U Challita, H Ryden, H Tullberg - IEEE Communications …, 2020 - ieeexplore.ieee.org
AI powered wireless networks promise to revolutionize the conventional operation and
structure of current networks from network design to infrastructure management, cost …

Ai-enabled routing in next-gen networks: a brief overview

F Aktas, I Shayea, M Ergen… - 2023 10th international …, 2023 - ieeexplore.ieee.org
The ever-increasing adoption of intelligent devices and diverse network technologies has
led to a tremendous surge in data traffic, necessitating enhanced network performance in …

Connectivity for air mobility transportation in future networks

S Al-Rubaye, A Tsourdos - IEEE Future Netw. Tech Focus, 2021 - futurenetworks.ieee.org
To enhance safety and efficiency for commercial urban air mobility (UAM) aircraft operation,
it is considered that a fully automated data management system will be beneficial to …

UAVs as an intelligent service: Boosting edge intelligence for air-ground integrated networks

C Dong, Y Shen, Y Qu, K Wang, J Zheng, Q Wu… - IEEE …, 2021 - ieeexplore.ieee.org
The air-ground integrated network is a key component of future sixth generation (6G)
networks to support seamless and near-instant super-connectivity. There is a pressing need …

A review of AI-enabled routing protocols for UAV networks: Trends, challenges, and future outlook

A Rovira-Sugranes, A Razi, F Afghah, J Chakareski - Ad Hoc Networks, 2022 - Elsevier
Abstract Unmanned Aerial Vehicles (UAVs), as a recently emerging technology, enabled a
new breed of unprecedented applications in different domains. This technology's ongoing …

Multiple QoS parameters-based routing for civil aeronautical ad hoc networks

Q Luo, J Wang - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
Aeronautical ad hoc network (AANET) can be applied as in-flight communication systems to
allow aircraft to communicate with the ground, in complement to other existing …

5G Network on Wings: A Deep Reinforcement Learning Approach to the UAV-based Integrated Access and Backhaul

H Zhang, Z Qi, J Li, A Aronsson, J Bosch… - arXiv preprint arXiv …, 2022 - arxiv.org
Fast and reliable wireless communication has become a critical demand in human life. In the
case of mission-critical (MC) scenarios, for instance, when natural disasters strike, providing …