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 novel internet of things-enabled accident detection and reporting system for smart city environments

F Bhatti, MA Shah, C Maple, SU Islam - sensors, 2019 - mdpi.com
Internet of Things-enabled Intelligent Transportation Systems (ITS) are gaining significant
attention in academic literature and industry, and are seen as a solution to enhancing road …

Freeway accident detection and classification based on the multi-vehicle trajectory data and deep learning model

D Yang, Y Wu, F Sun, J Chen, D Zhai, C Fu - Transportation research part …, 2021 - Elsevier
The freeway accident detection and classification have attracted much attention of
researchers in the past decades. With the popularity of Global Navigation Satellite System …

W-GeoR: Weighted geographical routing for VANET's health monitoring applications in urban traffic networks

P Singh, RS Raw, SA Khan, MA Mohammed… - IEEE …, 2021 - ieeexplore.ieee.org
Natural disasters like earthquakes and tsunami could destroy the existing infrastructure-
based communication system. IoT-based health monitoring is not possible in such …

Road accidents detection, data collection and data analysis using V2X communication and edge/cloud computing

KA Khaliq, O Chughtai, A Shahwani, A Qayyum… - Electronics, 2019 - mdpi.com
With the improvement in transportation infrastructure and in-vehicle technology in addition to
a meteoric increase in the total number of commercial and non-commercial vehicles on the …

Managing road traffic accidents: a review on its contributing factors

OGD Cruz, JA Padilla, AN Victoria - IOP Conference Series: Earth …, 2021 - iopscience.iop.org
Traffic accidents contribute to any loss of life and property and loss of services. It occurs
when a vehicle collides with another vehicle or objects. Some factors will establish, leading …

Internet of Vehicles: Architecture, services, and applications

S Abbasi, AM Rahmani, A Balador… - International Journal of …, 2021 - Wiley Online Library
The connection between objects and information exchange has been possible in recent
years, with the advent of the Internet of Things (IoT) in different industries. We can meet …

Link risk degree aided routing protocol based on weight gradient for health monitoring applications in vehicular ad-hoc networks

P Singh, RS Raw, SA Khan - Journal of Ambient Intelligence and …, 2022 - Springer
Abstract Recently Vehicular Ad-hoc Network (VANET) has gained great exposure for its
emerging applications and becoming an essential part of human daily life. VANET can …

A Framework and IoT-Based Accident Detection System to Securely Report an Accident and the Driver's Private Information

AH Alkhaiwani, BS Alsamani - Sustainability, 2023 - mdpi.com
Road traffic accidents in Saudi Arabia have become a serious issue because many of these
accidents lead to deaths, injuries, and financial losses. Human lives are often lost in road …

[PDF][PDF] Evaluation of VANETs routing protocols for data-based smart health monitoring in intelligent transportation systems

SK Sharma, RS Rao, P Singh… - International Journal of …, 2022 - researchgate.net
Abstract Vehicular Ad-hoc Network (VANET) is an essential part of futuristic Intelligent
Transportation Systems. VANET can improve the overall traffic control system and reduce …