Big data driven vehicular networks

N Cheng, F Lyu, J Chen, W Xu, H Zhou, S Zhang… - Ieee …, 2018 - ieeexplore.ieee.org
VANETs enable information exchange among vehicles, other end devices and public
networks, which plays a key role in road safety/infotainment, intelligent transportation …

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 …

Inspecting VANET with various critical aspects–a systematic review

MA Karabulut, AFMS Shah, H Ilhan, ASK Pathan… - Ad Hoc Networks, 2023 - Elsevier
Due to its strategic significance in the area of smart transportation to facilitate Vehicle-to-
Vehicle (V2V) and Vehicle-to-Infrastructure (V2I) communication, Vehicular Ad Hoc …

Internet of vehicles in big data era

W Xu, H Zhou, N Cheng, F Lyu, W Shi… - IEEE/CAA Journal of …, 2017 - ieeexplore.ieee.org
As the rapid development of automotive telematics, modern vehicles are expected to be
connected through heterogeneous radio access technologies and are able to exchange …

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 …

A review on VANET research: Perspective of recent emerging technologies

MJN Mahi, S Chaki, S Ahmed, M Biswas… - IEEE …, 2022 - ieeexplore.ieee.org
Recent technology has modeled VANET (vehicular adhoc network) communication well in
terms of privileges to derive vehicular communication technologically to save time, energy …

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 …

Anticipation and alert system of congestion and accidents in VANET using Big Data analysis for Intelligent Transportation Systems

H Al Najada, I Mahgoub - 2016 IEEE symposium series on …, 2016 - ieeexplore.ieee.org
Vehicular Networks (VN) have a huge potential to increase roadway safety and traffic
efficiency. Big Data analysis can be instrumental in realizing this potential and enhancing …

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 …

Recent advances in machine-learning driven intrusion detection in transportation: Survey

H Bangui, B Buhnova - Procedia Computer Science, 2021 - Elsevier
Abstract Rapid developments in Intelligent Transportation Systems (ITSs) have emerged as
a new research field for building sustainable smart cities. VANET (vehicular ad hoc network) …