An Intelligent Cluster-Based Routing Scheme in 5G Flying Ad Hoc Networks

An Intelligent Cluster-Based Routing Scheme in 5G Flying Ad Hoc Networks

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 paper proposes a deep Q-network (DQN)-based vertical routing scheme to select routes with higher residual energy levels...

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Bibliographic Details
Main Authors: Muhammad Fahad Khan, Kok-Lim Alvin Yau, Mee Hong Ling, Muhammad Ali Imran, Yung-Wey Chong
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
flying ad hoc network
deep Q-network
reinforcement learning
5G
QoS
Online Access:https://www.mdpi.com/2076-3417/12/7/3665

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