V2V routing in VANET based on heuristic Q-learning

X Yang, W Zhang, H Lu, L Zhao - International Journal of Computers …, 2020 - univagora.ro
Designing efficient routing algorithms in vehicular ad hoc networks (VANETs) plays an
important role in the emerging intelligent transportation systems. In this paper, a routing …

V2V routing in VANET based on fuzzy logic and reinforcement learning

W Zhang, X Yang, Q Song, L Zhao - International Journal of Computers …, 2021 - univagora.ro
To ensure the transmission quality of real-time communications on the road, the research of
routing protocol is crucial to improve effectiveness of data transmission in Vehicular Ad Hoc …

Novel self-adaptive routing service algorithm for application in VANET

D Zhang, T Zhang, X Liu - Applied Intelligence, 2019 - Springer
As a special MANET (mobile ad hoc network), VANET (vehicular ad-hoc network) has two
important properties: the network topology changes frequently, and communication links are …

A reinforcement learning-based routing protocol in VANETs

Y Sun, Y Lin, Y Tang - International Conference in Communications …, 2017 - Springer
Vehicular ad hoc networks serves as an important enabling technology for assistant driving
and intelligent transportation, it has aroused wide concern since it was proposed. However …

Reinforcement learning based mobility adaptive routing for vehicular ad-hoc networks

J Wu, M Fang, X Li - Wireless Personal Communications, 2018 - Springer
Vehicular ad-hoc networks (VANETs) is drawing more and more attentions in intelligent
transportation system to reduce road accidents and assist safe driving. However, due to the …

Q-Learning based point to point data transfer in Vanets

GM Valantina, S Jayashri - Procedia Computer Science, 2015 - Elsevier
Vehicular ad hoc networks (VANETs) are highly mobile wireless network. Vehicular Ad-hoc
Network (VANET) is becoming the most suitable solution for driving assistance and traffic …

Flexible, portable, and practicable solution for routing in VANETs: A fuzzy constraint Q-learning approach

C Wu, S Ohzahata, T Kato - IEEE Transactions on Vehicular …, 2013 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) have been attracting interest for their potential uses in
driving assistance, traffic monitoring, and entertainment systems. However, due to vehicle …

Routing in vanets: A fuzzy constraint q-learning approach

C Wu, S Ohzahata, T Kato - 2012 IEEE global communications …, 2012 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) can be used for the purpose of driving assistance,
environment monitoring and entertainment. However, due to the vehicle movement, limited …

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 …

[HTML][HTML] 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 …