ANTSC: An intelligent Naïve Bayesian probabilistic estimation practice for traffic flow to form stable clustering in VANET

A Mehmood, A Khanan, AHHM Mohamed… - IEEE …, 2017 - ieeexplore.ieee.org
The vehicular ad hoc network (VANET) is one of the promising and encouraging
technologies, and it is going to attract great attention in the near future. VANET has turned …

Deep learning support for intelligent transportation systems

J Guerrero‐Ibañez… - Transactions on …, 2021 - Wiley Online Library
Abstract Intelligent Transportation Systems (ITS) help improve the ever‐increasing vehicular
flow and traffic efficiency in urban traffic to reduce the number of accidents. The generation …

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 …

[HTML][HTML] An improved machine learning model with hybrid technique in VANET for robust communication

GPK Marwah, A Jain, PK Malik, M Singh, S Tanwar… - Mathematics, 2022 - mdpi.com
The vehicular ad hoc network, VANET, is one of the most popular and promising
technologies in intelligent transportation today. However, VANET is susceptible to several …

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 …

Toward intelligent vehicular networks: A machine learning framework

L Liang, H Ye, GY Li - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
As wireless networks evolve toward high mobility and providing better support for connected
vehicles, a number of new challenges arise due to the resulting high dynamics in vehicular …

Software-defined vehicular networks with trust management: A deep reinforcement learning approach

D Zhang, FR Yu, R Yang, L Zhu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The appropriate design of a vehicular ad hoc network (VANET) has become a pivotal way to
build an efficient smart transportation system, which enables various applications associated …

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 …

Evaluation of VANET-based advanced intelligent transportation systems

Y Yang, R Bagrodia - Proceedings of the sixth ACM international …, 2009 - dl.acm.org
This paper aims at enabling accurate and efficient evaluation of emerging vehicular network
applications such as Intelligent Transportation Systems (ITS). A distributed simulation …