Hierarchical routing for vehicular ad hoc networks via reinforcement learning

F Li, X Song, H Chen, X Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Vehicular ad hoc network is a collection of vehicles and associated road-side infrastructure,
which is able to provide mobile wireless communication services. This highly dynamic …

Reinforcement learning-based routing protocols for vehicular ad hoc networks: A comparative survey

RA Nazib, S Moh - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicular-ad hoc networks (VANETs) hold great importance because of their potentials in
road safety improvement, traffic monitoring, and in-vehicle infotainment services. Due to high …

Intersection-based V2X routing via reinforcement learning in vehicular ad hoc networks

L Luo, L Sheng, H Yu, G Sun - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
With the rapid development of the Internet of vehicles (IoV), routing in vehicular ad hoc
networks (VANETs) has become a popular research topic. Due to the features of the …

GyTAR: improved greedy traffic aware routing protocol for vehicular ad hoc networks in city environments

M Jerbi, R Meraihi, SM Senouci… - Proceedings of the 3rd …, 2006 - dl.acm.org
The fundamental component for the success of VANET (Vehicular Ad hoc NETworks)
applications is routing since it must efficiently handle rapid topology changes and …

RSU-assisted traffic-aware routing based on reinforcement learning for urban vanets

J Wu, M Fang, H Li, X Li - IEEE Access, 2020 - ieeexplore.ieee.org
In urban vehicular ad hoc networks (VANETs), the high mobility of vehicles along street
roads poses daunting challenges to routing protocols and has a great impact on network …

Reliable intersection-based traffic aware routing protocol for urban areas vehicular ad hoc networks

TSJ Darwish, KA Bakar… - IEEE Intelligent …, 2018 - ieeexplore.ieee.org
Nowadays, providing reliable vehicle to vehicle communications in vehicular ad hoc
networks is essential to serve the emerging intelligent transportation systems. Traffic aware …

Routing using reinforcement learning in vehicular ad hoc networks

M Saravanan, P Ganeshkumar - Computational Intelligence, 2020 - Wiley Online Library
In vehicular ad hoc networks (VANETs), the frequent change in vehicle mobility creates
dynamic changes in communication link and topology of the network. Hence, the key …

An intersection-based routing scheme using Q-learning in vehicular ad hoc networks for traffic management in the intelligent transportation system

MU Khan, M Hosseinzadeh, A Mosavi - Mathematics, 2022 - mdpi.com
Vehicular ad hoc networks (VANETs) create an advanced framework to support the
intelligent transportation system and increase road safety by managing traffic flow and …

Multi-metric geographic routing for vehicular ad hoc networks

AN Hassan, AH Abdullah, O Kaiwartya, Y Cao… - Wireless …, 2018 - Springer
Maintaining durable connectivity during data forwarding in Vehicular Ad hoc Networks has
witnessed significant attention in the past few decades with the aim of supporting most …

An intersection-based QoS routing in vehicular ad hoc networks

G Li, L Boukhatem, S Martin - Mobile Networks and Applications, 2015 - Springer
Abstract Vehicular Ad hoc Networks (VANET) face many challenging issues because of the
rapid topology changes, frequent network partitions, and complicated urban environments …