An intersection-based qos routing for vehicular ad hoc networks with reinforcement learning

L Rui, Z Yan, Z Tan, Z Gao, Y Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) have the characteristics of high mobility, frequently
changing topology and uneven distribution, which made it a challenge to design an efficient …

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 …

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 …

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 …

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 …

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 …

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 …

Genetic algorithm based QoS perception routing protocol for VANETs

G Zhang, M Wu, W Duan… - … and Mobile Computing, 2018 - Wiley Online Library
A genetic algorithm (GA) based QoS perception routing protocol (GABR) is proposed to
guarantee the quality of service (QoS) influenced by broken links between vehicles and the …

Reinforcement learning based on routing with infrastructure nodes for data dissemination in vehicular networks (RRIN)

A Lolai, X Wang, A Hawbani, FA Dharejo, T Qureshi… - Wireless …, 2022 - Springer
Abstract Vehicular-Ad hoc Networks are extremely important due to the potential for
improving road safety, traffic monitoring, and in-vehicle infotainment services. A novel Q …

Adaptive quality-of-service-based routing for vehicular ad hoc networks with ant colony optimization

G Li, L Boukhatem, J Wu - IEEE Transactions on Vehicular …, 2016 - ieeexplore.ieee.org
Developing highly efficient routing protocols for vehicular ad hoc networks (VANETs) is a
challenging task, mainly due to the special characters of such networks: large-scale sizes …