Survey on artificial intelligence (AI) techniques for vehicular ad-hoc networks (VANETs)

A Mchergui, T Moulahi, S Zeadally - Vehicular Communications, 2022 - Elsevier
Advances in communications, smart transportation systems, and computer systems have
recently opened up vast possibilities of intelligent solutions for traffic safety, convenience …

A comprehensive survey of the key technologies and challenges surrounding vehicular ad hoc networks

Z Xia, J Wu, L Wu, Y Chen, J Yang, PS Yu - ACM Transactions on …, 2021 - dl.acm.org
Vehicular ad hoc networks (VANETs) and the services they support are an essential part of
intelligent transportation. Through physical technologies, applications, protocols, and …

Machine learning models and techniques for VANET based traffic management: Implementation issues and challenges

S Khatri, H Vachhani, S Shah, J Bhatia… - Peer-to-Peer Networking …, 2021 - Springer
Low latency in communication among the vehicles and RSUs, smooth traffic flow, and road
safety are the major concerns of the Intelligent Transportation Systems. Vehicular Ad hoc …

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 …

How close are we to realizing a pragmatic VANET solution? A meta-survey

M Saini, A Alelaiwi, AE Saddik - ACM Computing Surveys (CSUR), 2015 - dl.acm.org
Vehicular Ad-hoc Networks (VANETs) are seen as the key enabling technology of Intelligent
Transportation Systems (ITS). In addition to safety, VANETs also provide a cost-effective …

Advances in vehicular ad-hoc networks (VANETs): Challenges and road-map for future development

EC Eze, SJ Zhang, EJ Liu, JC Eze - International Journal of Automation …, 2016 - Springer
Recent advances in wireless communication technologies and auto-mobile industry have
triggered a significant research interest in the field of vehicular ad-hoc networks (VANETs) …

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 …

A review of applications, characteristics and challenges in vehicular ad hoc networks (VANETs)

MM Hamdi, L Audah, SA Rashid… - … congress on human …, 2020 - ieeexplore.ieee.org
The density of traffic is increasing daily in the world. As a result, congestion, accidents, and
pollution are also increasing. Vehicular ad hoc network VANET, a subclass of mobile ad hoc …

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 …

A comprehensive survey on vehicular networking: Communications, applications, challenges, and upcoming research directions

NH Hussein, CT Yaw, SP Koh, SK Tiong… - IEEE Access, 2022 - ieeexplore.ieee.org
Nowadays, advanced communication technologies are being utilized to develop intelligent
transportation management and driving assistance. Through the ability to exchange traffic …