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 …

A fuzzy logic reinforcement learning-based routing algorithm for flying ad hoc networks

C He, S Liu, S Han - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
With the development of technology, unmanned aerial vehicles (UAV) are getting closer to
peoples life. Multiple UAV nodes form the Flying Ad Hoc Network (FANET). Due to the high …

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 …

A survey on applications of reinforcement learning in flying ad-hoc networks

S Rezwan, W Choi - Electronics, 2021 - mdpi.com
Flying ad-hoc networks (FANET) are one of the most important branches of wireless ad-hoc
networks, consisting of multiple unmanned air vehicles (UAVs) performing assigned tasks …

[HTML][HTML] A novel Q-learning-based routing scheme using an intelligent filtering algorithm for flying ad hoc networks (FANETs)

M Hosseinzadeh, S Ali, L Ionescu-Feleaga… - Journal of King Saud …, 2023 - Elsevier
The flying ad hoc network (FANET) is an emerging network focused on unmanned aerial
vehicles (UAVs) that has attracted the attention of researchers around the world. Due to the …

Review and comparison of emerging routing protocols in flying ad hoc networks

Q Sang, H Wu, L Xing, P Xie - Symmetry, 2020 - mdpi.com
With the development of Unmanned Air Vehicle (UAV) communication, Flying Ad Hoc
Network (FANET) has become a hot research area in recent years, which is widely used in …

AR-GAIL: Adaptive routing protocol for FANETs using generative adversarial imitation learning

J Liu, Q Wang, Y Xu - Computer Networks, 2022 - Elsevier
Flying ad hoc networks (FANETs), as the emerging communication paradigm, have been
widely used in civil and military fields. Packet routing in FANETs is challenging due to …

An energy-aware and predictive fuzzy logic-based routing scheme in flying ad hoc networks (FANETs)

SW Lee, S Ali, MS Yousefpoor, E Yousefpoor… - IEEE …, 2021 - ieeexplore.ieee.org
Today, unmanned aerial vehicles (UAVs), also known as drones, have become very popular
in military applications, commercial applications, and academic research. Flying ad hoc …

[PDF][PDF] A review and classification of flying Ad-Hoc network (FANET) routing strategies

A Nadeem, T Alghamdi, A Yawar… - Journal of Basic and …, 2018 - researchgate.net
ABSTRACT MANETs (Mobile Ad-hoc Networks) applications in various walks of life in the
last two decades have resulted in introduction of its sub technologies such as VANETs …

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 …