[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 …

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-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 …

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 …

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 …

A Q-learning-based routing scheme for smart air quality monitoring system using flying ad hoc networks

J Lansky, AM Rahmani, SM Zandavi, V Chung… - Scientific Reports, 2022 - nature.com
Air pollution has changed ecosystem and atmosphere. It is dangerous for environment,
human health, and other living creatures. This contamination is due to various industrial and …

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 …

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 …

[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 …

Deep-reinforcement-learning-based intelligent routing strategy for FANETs

D Lin, T Peng, P Zuo, W Wang - Symmetry, 2022 - mdpi.com
Flying ad hoc networks (FANETs), which are composed of autonomous flying vehicles,
constitute an important supplement to satellite networks and terrestrial networks, and they …