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 …

A comprehensive study on IoT based accident detection systems for smart vehicles

U Alvi, MAK Khattak, B Shabir, AW Malik… - IEEE …, 2020 - ieeexplore.ieee.org
With population growth, the demand for vehicles has increased tremendously, which has
created an alarming situation in terms of traffic hazards and road accidents. The road …

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 …

An IoT-based vehicle accident detection and classification system using sensor fusion

N Kumar, D Acharya, D Lohani - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Road accidents are a leading cause of death and disability among youth. Contemporary
research on accident detection systems is focused on either decreasing the reporting time or …

5G and IoT based reporting and accident detection (RAD) system to deliver first aid box using unmanned aerial vehicle

MH Alkinani, AA Almazroi, NZ Jhanjhi, NA Khan - Sensors, 2021 - mdpi.com
Internet of Things (IoT) and 5G are enabling intelligent transportation systems (ITSs). ITSs
promise to improve road safety in smart cities. Therefore, ITSs are gaining earnest devotion …

Delay-aware accident detection and response system using fog computing

BK Dar, MA Shah, SU Islam, C Maple, S Mussadiq… - Ieee …, 2019 - ieeexplore.ieee.org
Emergencies, by definition, are unpredictable and rapid response is a key requirement in
emergency management. Globally, a significant number of deaths occur each year, caused …

Ai enabled accident detection and alert system using iot and deep learning for smart cities

N Pathik, RK Gupta, Y Sahu, A Sharma, M Masud… - Sustainability, 2022 - mdpi.com
As the number of vehicles increases, road accidents are on the rise every day. According to
the World Health Organization (WHO) survey, 1.4 million people have died, and 50 million …

An IoT-enabled intelligent automobile system for smart cities

VG Menon, S Jacob, S Joseph, P Sehdev, MR Khosravi… - Internet of Things, 2022 - Elsevier
In our world of advancing technologies, automobiles are one industry where we can see
improved ergonomics and feature progressions. Artificial Intelligence (AI) integrated with …

An accident detection and classification system using internet of things and machine learning towards smart city

M Balfaqih, SA Alharbi, M Alzain, F Alqurashi… - Sustainability, 2021 - mdpi.com
Daily traffic accidents increase annually, causing a significant number of death and disability
cases. Most of fatalities occur because of the late response to these emergency cases. The …

DeepCrash: A deep learning-based internet of vehicles system for head-on and single-vehicle accident detection with emergency notification

WJ Chang, LB Chen, KY Su - IEEE Access, 2019 - ieeexplore.ieee.org
Most individuals involved in traffic accidents receive assistance from drivers, passengers, or
other people. However, when a traffic accident occurs in a sparsely populated area or the …