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 …

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 …

A hybrid routing algorithm for V2V communication in VANETs based on blocked Q-learning

X Bi, H Huang, B Zhang, X Wei - IEICE Transactions on …, 2023 - search.ieice.org
It is of great significance to design a stable and reliable routing protocol for Vehicular Ad Hoc
Networks (VANETs) that adopt Vehicle to Vehicle (V2V) communications in the face of …

Grouped Intersection-based Routing using Reinforcement Learning for Urban VANETs

Q Yang, SJ Yoo - 2022 13th International Conference on …, 2022 - ieeexplore.ieee.org
Under the rapid upgrowth of internet of vehicles (IoV), routing in vehicular ad-hoc networks
(VANETs) has gained a great amount of attention in the past few years in academic and …

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 …

[PDF][PDF] An improved VANET intelligent forward decision-making routing algorithm

H Wang, G Tan, J Yang - Journal of Networks, 2012 - Citeseer
Routing protocol selection of VANET is crucial for its network performance, which
undertakes task to transfer important information. On the basis of comparison and analysis …

VANET routing protocol for V2V implementation: A suitable solution for developing countries

A Yasser, M Zorkany, N Abdel Kader - Cogent Engineering, 2017 - Taylor & Francis
During the last decade Intelligent Transportation System (ITS) research and development,
including its implementation in a real life going through the optimization in order to have 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 …

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 …

Adaptive V2V routing with RSUs and gateway support to enhance network performance in VANET

J Marchang, B Sanders, D Joy - … 16th IFIP WG 6.2 International Conference …, 2018 - Springer
In a VANET communication, link stability can neither be guaranteed nor make the
established route link permanent due to the dynamic nature of the network. In V2V …