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

dc.contributor.authorSoni, Nikheel
dc.contributor.authorMalekian, Reza
dc.contributor.authorAndriukaitis, Darius
dc.contributor.authorNavikas, Dangirutis
dc.date.accessioned2019-09-09T10:03:50Z
dc.date.issued2019-04
dc.description.abstractIn 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.departmentElectrical, Electronic and Computer Engineeringen_ZA
dc.description.embargo2020-04-01
dc.description.librarianhj2019en_ZA
dc.description.sponsorshipThe 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.urihttp://link.springer.com/journal/11277en_ZA
dc.identifier.citationSoni, 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.issn0929-6212 (print)
dc.identifier.issn1572-834X (online)
dc.identifier.other10.1007/s11277-019-06144-0
dc.identifier.urihttp://hdl.handle.net/2263/71294
dc.language.isoenen_ZA
dc.publisherSpringeren_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.subjectInternet of vehiclesen_ZA
dc.subjectVehicle-to-vehicle communicationsen_ZA
dc.subjectVehicle-to-infrastructure communicationsen_ZA
dc.subjectRoad safetyen_ZA
dc.subjectIntelligent transportation systemsen_ZA
dc.subjectTransmission speeden_ZA
dc.subjectSensory informationen_ZA
dc.subjectSensor technologiesen_ZA
dc.subjectInter vehicle communicationsen_ZA
dc.subjectIntelligent transportation systemsen_ZA
dc.subjectCommunication interfaceen_ZA
dc.subjectWireless sensor networksen_ZA
dc.subjectVehiclesen_ZA
dc.subjectRoads and streetsen_ZA
dc.subjectRainen_ZA
dc.subjectPacket networksen_ZA
dc.subjectMotor transportationen_ZA
dc.subjectIntelligent vehicle highway systemsen_ZA
dc.subjectIntelligent systemsen_ZA
dc.subjectHazardsen_ZA
dc.subjectEmbedded systemsen_ZA
dc.subjectAd hoc networksen_ZA
dc.subjectAccident preventionen_ZA
dc.titleInternet of vehicles based approach for road safety applications using sensor technologiesen_ZA
dc.typePostprint Articleen_ZA

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