Internet of vehicles based approach for road safety applications using sensor technologies

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dc.contributor.author Soni, Nikheel
dc.contributor.author Malekian, Reza
dc.contributor.author Andriukaitis, Darius
dc.contributor.author Navikas, Dangirutis
dc.date.accessioned 2019-09-09T10:03:50Z
dc.date.issued 2019-04
dc.description.abstract In this paper, the Internet of Vehicles approach is used to develop a novel low cost sensor based system for road safety applications in intelligent transportation systems. It was found that major hazards that compromise road safety include weather related factors, poor road surfaces and presence of sharp turns. A wireless sensor network based solution consisting of embedded systems for the vehicular clients and infrastructure waypoints is developed for detecting road safety hazards and warning users about potentially hazardous events from causes that include presence of speed bumps, sharp turns and weather related factors of rain and fog. Hazards detected by the embedded systems are conveyed to the user by using the Vehicle-to-Vehicle communication and Vehicle-to-infrastructure communication interfaces developed in this study for inter-vehicle communication and obtaining sensory information from infrastructure waypoints respectively. Accuracy achieved was 88% for speed bump detection, 73.86% for detecting sharp turns and 100% for detection of rain and fog. Communication systems in the designed solution are optimized by reducing the size of packet being exchanged which improves transmission speed, packet losses and congestion on the network. Thus, the designed solution is capable of improving road safety by using an Internet of Vehicles approach. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.embargo 2020-04-01
dc.description.librarian hj2019 en_ZA
dc.description.sponsorship The National Research Foundation, South Africa (grant numbers: IFR160118156967 and RDYR160404161474), and partially by the Transport Electronics Centre at Kaunas University of Technology. en_ZA
dc.description.uri http://link.springer.com/journal/11277 en_ZA
dc.identifier.citation Soni, N., Malekian, R., Andriukaitis, D. et al. Internet of Vehicles Based Approach for Road Safety Applications Using Sensor Technologies. Wireless Personal Communications (2019) 105: 1257-1284. https://doi.org/10.1007/s11277-019-06144-0. en_ZA
dc.identifier.issn 0929-6212 (print)
dc.identifier.issn 1572-834X (online)
dc.identifier.other 10.1007/s11277-019-06144-0
dc.identifier.uri http://hdl.handle.net/2263/71294
dc.language.iso en en_ZA
dc.publisher Springer en_ZA
dc.rights © Springer Science+Business Media, LLC, part of Springer Nature 2019. The original publication is available at : http://link.springer.com/journal/11277. en_ZA
dc.subject Internet of vehicles en_ZA
dc.subject Vehicle-to-vehicle communications en_ZA
dc.subject Vehicle-to-infrastructure communications en_ZA
dc.subject Road safety en_ZA
dc.subject Intelligent transportation systems en_ZA
dc.subject Transmission speed en_ZA
dc.subject Sensory information en_ZA
dc.subject Sensor technologies en_ZA
dc.subject Inter vehicle communications en_ZA
dc.subject Intelligent transportation systems en_ZA
dc.subject Communication interface en_ZA
dc.subject Wireless sensor networks en_ZA
dc.subject Vehicles en_ZA
dc.subject Roads and streets en_ZA
dc.subject Rain en_ZA
dc.subject Packet networks en_ZA
dc.subject Motor transportation en_ZA
dc.subject Intelligent vehicle highway systems en_ZA
dc.subject Intelligent systems en_ZA
dc.subject Hazards en_ZA
dc.subject Embedded systems en_ZA
dc.subject Ad hoc networks en_ZA
dc.subject Accident prevention en_ZA
dc.title Internet of vehicles based approach for road safety applications using sensor technologies en_ZA
dc.type Postprint Article en_ZA


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