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 …

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 …

[HTML][HTML] 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 …

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 …

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 …

Robust and reliable predictive routing strategy for flying ad-hoc networks

G Gankhuyag, AP Shrestha, SJ Yoo - IEEE access, 2017 - ieeexplore.ieee.org
Ever-increasing demands for portable and flexible communications have led to rapid growth
in networking between unmanned aerial vehicles often referred to as flying ad-hoc networks …

[HTML][HTML] Cross-Layer and Energy-Aware AODV routing protocol for flying Ad-hoc networks

HS Mansour, MH Mutar, IA Aziz, SA Mostafa, H Mahdin… - sustainability, 2022 - mdpi.com
In recent years, unmanned aerial vehicles (UAVs) have become the trend for different types
of research and applications. UAVs can accomplish some technical and risky tasks while still …

Fully-echoed Q-routing with simulated annealing inference for flying adhoc networks

A Rovira-Sugranes, F Afghah, J Qu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Current networking protocols deem inefficient in accommodating the two key challenges of
Unmanned Aerial Vehicle (UAV) networks, namely the network connectivity loss and energy …

Topology-Aware Resilient Routing Protocol for FANETs: An Adaptive Q-Learning Approach

Y Cui, Q Zhang, Z Feng, Z Wei, C Shi… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Flying ad hoc networks (FANETs) play a crucial role in numerous military and civil
applications since it shortens mission duration and enhances coverage significantly …

[HTML][HTML] Reinforcement learning-based routing protocols in flying ad hoc networks (FANET): A review

J Lansky, S Ali, AM Rahmani, MS Yousefpoor… - Mathematics, 2022 - mdpi.com
In recent years, flying ad hoc networks have attracted the attention of many researchers in
industry and universities due to easy deployment, proper operational costs, and diverse …