Enhancing road safety through advanced predictive analytics in V2X communication networks

FAM Al-Yarimi - Computers and Electrical Engineering, 2024 - Elsevier
Abstract" SafeRouteX," which stands for" Enhancing Road Safety through Advanced
Predictive Analytics in V2X Communication Networks," is a novel approach to Vehicle-to …

Social Attention Network Fused Multi-Patch Temporal-Variable Dependency Based Trajectory Prediction for Internet of Vehicles

Z Zhang, M Hao, X Huang, C Shang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Vehicle trajectory prediction (VTP) is important for ensuring safe decision-making and
planning in Internet of Vehicles (IoV). In complex traffic scenarios, accurate and reliable …

PTCC: A Privacy-preserving and Trajectory Clustering-based Approach for Cooperative Caching Optimization in Vehicular Networks

T Cao, Z Zhang, X Wang, H Xiao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
5G vehicular networks provide abundant multimedia services among mobile vehicles.
However, due to the mobility of vehicles, large-scale mobile traffic poses a challenge to the …

[HTML][HTML] Enhancing road safety in internet of vehicles using deep learning approach for real-time accident prediction and prevention

X Wei - International Journal of Intelligent Networks, 2024 - Elsevier
The paper proposes an Internet of Vehicles (IoV)-based Accident Prediction and Prevention
System that leverages the Internet of Things (IoT) to tackle the road safety challenges arising …

Intelligent Machine Learning Framework for Classification of Vehicular Traffic in Internet of Vehicles

B Tripathy, SS Tripathy, S Bebortta… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
In a world that is always changing due to population growth, it is difficult to forecast how
routes will behave in the future, especially with regard to traffic. In this work, Traci was used …

Smart Cities and Transportation Based Vehicle-To-Vehicle Communication and Cyber Security Analysis Using Machine Learning Model in 6G Network

S Kong, K Wang, C Feng, J Wang - Wireless Personal Communications, 2024 - Springer
Increasing number of sensor-centric communication and computer equipment installed
inside cars for various purposes, such as vehicle monitoring, physical wiring reduction …

The Impact of AI on Traffic Management and Safety in the Internet of Vehicles through Mobile Edge Computing

S Ebadinezhad, KA Stanley, GM Engo… - 2024 International …, 2024 - ieeexplore.ieee.org
The integration of Artificial Intelligence (AI) and Mobile Edge Computing (MEC) emerges as
a transformative force in optimizing traffic control mechanisms, preventing congestion, and …

Utilizing Genetic-Neural System Fusion for Advanced Prediction and Classification of Damage Intensity in Road Traffic Accidents

P Rahi, SS Kang, AP Singh… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
This study proposes an analysis and prediction framework for road traffic accidents (RTAs)
in the hilly terrain of Himachal Pradesh and several states in, India, integrating machine …

Impact of Different Network Parameters on Federated Learning Performance in Vehicular Networks

T Busqin, C Wu, Y Lin, Z Du - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
This paper presents an in-depth examination of Federated Learning (FL) effectiveness in
Vehicular Ad-Hoc Networks (VANETs) through systematic experimentation of road …