Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban Environments
As cities across the world grow and the mobility of populations increases, there has also been a corresponding increase in the number of vehicles on roads. The result of this has been a proliferation of challenges for authorities with regard to road traffic management. A consequence of this has been...
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doaj-b375bf0e54954e5ab5f44d14bd1efec92020-11-25T02:27:42ZengHindawi-WileyJournal of Advanced Transportation0197-67292042-31952018-01-01201810.1155/2018/61689816168981Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban EnvironmentsYusor Rafid Bahar Al-Mayouf0Omar Adil Mahdi1Namar A. Taha2Nor Fadzilah Abdullah3Suleman Khan4Muhammad Alam5Department of Computer Science, College of Education for Pure Science (Ibn Al-Haitham), University of Baghdad, IraqDepartment of Computer Science, College of Education for Pure Science (Ibn Al-Haitham), University of Baghdad, IraqDepartment of Computer Science, College of Education for Pure Science (Ibn Al-Haitham), University of Baghdad, IraqCentre of Advanced Electronic and Communication Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, MalaysiaSchool of Information Technology, Monash University, Bandar Sunway 47500, MalaysiaDepartment of Computer Science and Software Engineering, Xi’an Jiaotong-Liverpool University, Suzhou, ChinaAs cities across the world grow and the mobility of populations increases, there has also been a corresponding increase in the number of vehicles on roads. The result of this has been a proliferation of challenges for authorities with regard to road traffic management. A consequence of this has been congestion of traffic, more accidents, and pollution. Accidents are a still major cause of death, despite the development of sophisticated systems for traffic management and other technologies linked with vehicles. Hence, it is necessary that a common system for accident management is developed. For instance, traffic congestion in most urban areas can be alleviated by the real-time planning of routes. However, the designing of an efficient route planning algorithm to attain a globally optimal vehicle control is still a challenge that needs to be solved, especially when the unique preferences of drivers are considered. The aim of this paper is to establish an accident management system that makes use of vehicular ad hoc networks coupled with systems that employ cellular technology in public transport. This system ensures the possibility of real-time communication among vehicles, ambulances, hospitals, roadside units, and central servers. In addition, the accident management system is able to lessen the amount of time required to alert an ambulance that it is required at an accident scene by using a multihop optimal forwarding algorithm. Moreover, an optimal route planning algorithm (ORPA) is proposed in this system to improve the aggregate spatial use of a road network, at the same time bringing down the travel cost of operating a vehicle. This can reduce the incidence of vehicles being stuck on congested roads. Simulations are performed to evaluate ORPA, and the results are compared with existing algorithms. The evaluation results provided evidence that ORPA outperformed others in terms of average ambulance speed and travelling time. Finally, our system makes it easier for ambulance to quickly make their way through traffic congestion so that the chance of saving lives is increased.http://dx.doi.org/10.1155/2018/6168981 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yusor Rafid Bahar Al-Mayouf Omar Adil Mahdi Namar A. Taha Nor Fadzilah Abdullah Suleman Khan Muhammad Alam |
spellingShingle |
Yusor Rafid Bahar Al-Mayouf Omar Adil Mahdi Namar A. Taha Nor Fadzilah Abdullah Suleman Khan Muhammad Alam Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban Environments Journal of Advanced Transportation |
author_facet |
Yusor Rafid Bahar Al-Mayouf Omar Adil Mahdi Namar A. Taha Nor Fadzilah Abdullah Suleman Khan Muhammad Alam |
author_sort |
Yusor Rafid Bahar Al-Mayouf |
title |
Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban Environments |
title_short |
Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban Environments |
title_full |
Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban Environments |
title_fullStr |
Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban Environments |
title_full_unstemmed |
Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban Environments |
title_sort |
accident management system based on vehicular network for an intelligent transportation system in urban environments |
publisher |
Hindawi-Wiley |
series |
Journal of Advanced Transportation |
issn |
0197-6729 2042-3195 |
publishDate |
2018-01-01 |
description |
As cities across the world grow and the mobility of populations increases, there has also been a corresponding increase in the number of vehicles on roads. The result of this has been a proliferation of challenges for authorities with regard to road traffic management. A consequence of this has been congestion of traffic, more accidents, and pollution. Accidents are a still major cause of death, despite the development of sophisticated systems for traffic management and other technologies linked with vehicles. Hence, it is necessary that a common system for accident management is developed. For instance, traffic congestion in most urban areas can be alleviated by the real-time planning of routes. However, the designing of an efficient route planning algorithm to attain a globally optimal vehicle control is still a challenge that needs to be solved, especially when the unique preferences of drivers are considered. The aim of this paper is to establish an accident management system that makes use of vehicular ad hoc networks coupled with systems that employ cellular technology in public transport. This system ensures the possibility of real-time communication among vehicles, ambulances, hospitals, roadside units, and central servers. In addition, the accident management system is able to lessen the amount of time required to alert an ambulance that it is required at an accident scene by using a multihop optimal forwarding algorithm. Moreover, an optimal route planning algorithm (ORPA) is proposed in this system to improve the aggregate spatial use of a road network, at the same time bringing down the travel cost of operating a vehicle. This can reduce the incidence of vehicles being stuck on congested roads. Simulations are performed to evaluate ORPA, and the results are compared with existing algorithms. The evaluation results provided evidence that ORPA outperformed others in terms of average ambulance speed and travelling time. Finally, our system makes it easier for ambulance to quickly make their way through traffic congestion so that the chance of saving lives is increased. |
url |
http://dx.doi.org/10.1155/2018/6168981 |
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