Comprehensive survey on machine learning in vehicular network: Technology, applications and challenges

F Tang, B Mao, N Kato, G Gui - IEEE Communications Surveys …, 2021 - ieeexplore.ieee.org
Towards future intelligent vehicular network, the machine learning as the promising artificial
intelligence tool is widely researched to intelligentize communication and networking …

Peer-to-peer overlay techniques for vehicular ad hoc networks: Survey and challenges

AI Ameur, A Lakas, MB Yagoubi, OS Oubbati - Vehicular Communications, 2022 - Elsevier
Vehicular ad hoc networks (VANETs) provide an effective technology for vehicles
communicating while on the road. Vehicles are organized in an ad hoc networks offering …

Future intelligent and secure vehicular network toward 6G: Machine-learning approaches

F Tang, Y Kawamoto, N Kato, J Liu - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
As a powerful tool, the vehicular network has been built to connect human communication
and transportation around the world for many years to come. However, with the rapid growth …

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 …

A survey of VANET/V2X routing from the perspective of non-learning-and learning-based approaches

T Chatterjee, R Karmakar, G Kaddoum… - IEEE …, 2022 - ieeexplore.ieee.org
Intelligent transportation systems (ITSs) have become increasingly popular because they
support effective coordination in connected vehicles. ITSs present an integrated approach …

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 …

Post-quantum lightweight identity-based two-party authenticated key exchange protocol for internet of vehicles with probable security

DS Gupta, S Ray, T Singh, M Kumari - Computer communications, 2022 - Elsevier
Abstract With Internet of Things (IoT) growing rapidly, the Internet of Vehicles (IoV) has
become an essential part of smart cities and has attracted the full attention of both academic …

Routing protocols in vehicular adhoc networks (vanets): A comprehensive survey

M Sohail, Z Latif, S Javed, S Biswas, S Ajmal, U Iqbal… - Internet of things, 2023 - Elsevier
Abstract Vehicular Ad-hoc Networks (VANETs) are pivotal for realizing smart cities' vision
due to their rich services in road traffic safety, surveillance, traffic control, and traffic …

An Attack-Resistant Trust Inference Model for Securing Routing in Vehicular Ad Hoc Networks

H Xia, S Zhang, Y Li, Z Pan, X Peng… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The problem of routing security in vehicular ad hoc networks has become a major concern
for researchers. Compared with cryptography-based solutions, trust-based solutions are …

A cluster-based routing method with authentication capability in Vehicular Ad hoc Networks (VANETs)

MS Azhdari, A Barati, H Barati - Journal of Parallel and Distributed …, 2022 - Elsevier
Routing is challenging in vehicular ad hoc networks due to their features, such as high
mobility of nodes and unstable wireless communication links. Therefore, it is an interesting …