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 …

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 …

Dynamic routing in flying ad-hoc networks using topology-based routing protocols

MA Khan, IU Khan, A Safi, IM Quershi - Drones, 2018 - mdpi.com
The ever-increasing demand for flexible and portable communications has led to a rapid
evolution in networking between unmanned aerial vehicles (UAVs) often referred to as flying …

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 …

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 …

Routing in flying ad hoc networks: Survey, constraints, and future challenge perspectives

OS Oubbati, M Atiquzzaman, P Lorenz… - IEEE …, 2019 - ieeexplore.ieee.org
Owing to the explosive expansion of wireless communication and networking technologies,
cost-effective unmanned aerial vehicles (UAVs) have recently emerged and soon they will …

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 …

A comparative study on geographic‐based routing algorithms for flying ad‐hoc networks

J Agrawal, M Kapoor - Concurrency and Computation: Practice …, 2021 - Wiley Online Library
The advancement of the technology and broad availability of low‐cost devices (eg,
networking technology, micro‐embedded computers, and sensors, etc.) have opened new …

Routing in flying ad hoc networks: A comprehensive survey

DS Lakew, U Sa'ad, NN Dao, W Na… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
The use of unmanned aerial vehicles (UAVs) is attracting considerable interest in academic
research, commercial, and military applications. Multi-UAV systems organized in an ad hoc …