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 …

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 …

Survey on Q-learning-based position-aware routing protocols in flying ad hoc networks

MM Alam, S Moh - Electronics, 2022 - mdpi.com
A flying ad hoc network (FANETs), also known as a swarm of unmanned aerial vehicles
(UAVs), can be deployed in a wide range of applications including surveillance, monitoring …

QMR: Q-learning based multi-objective optimization routing protocol for flying ad hoc networks

J Liu, Q Wang, CT He, K Jaffrès-Runser, Y Xu… - Computer …, 2020 - Elsevier
A network with reliable and rapid communication is critical for Unmanned Aerial Vehicles
(UAVs). Flying Ad Hoc Networks (FANETs) consisting of UAVs is a new paradigm of wireless …

Adaptive 3D routing protocol for flying ad hoc networks based on prediction-driven Q-learning

M Zhang, C Dong, S Feng, X Guan… - China …, 2022 - ieeexplore.ieee.org
The routing protocols are paramount to guarantee the Quality of Service (QoS) for Flying Ad
Hoc Networks (FANETs). However, they still face several challenges owing to high mobility …

Q-learning-based fuzzy logic for multi-objective routing algorithm in flying ad hoc networks

Q Yang, SJ Jang, SJ Yoo - Wireless Personal Communications, 2020 - Springer
Flying ad hoc networks (FANETs) that consist of multiple unmanned aerial vehicles (UAVs)
have developed owing to the rapid technological evolution of electronics, sensors, and …

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 …

Deep Neural Network Routing with Dynamic Space Division for 3D UAV FANETs

HG Zhang, T Wang, TT Liu, QS Zhang… - Wireless Personal …, 2022 - Springer
With unmanned aerial vehicles (UAVs) being widely used, the rapidly changing network
topology and vertical height changes of UAVs have been bottlenecks for many wild …

Q-FANET: Improved Q-learning based routing protocol for FANETs

LALF da Costa, R Kunst, EP de Freitas - Computer Networks, 2021 - Elsevier
Abstract Flying Ad-Hoc Networks (FANETs) introduce ad-hoc networking into the context of
flying nodes, allowing real-time communication between these nodes and ground control …

[HTML][HTML] A Q-learning-based smart clustering routing method in flying Ad Hoc networks

M Hosseinzadeh, J Tanveer, AM Rahmani… - Journal of King Saud …, 2024 - Elsevier
Flying ad hoc networks (FANETs) have particular importance in various military and civilian
applications due to their specific features, including frequent topological changes, the …