Public transport sector driver behaviour : measuring recklessness using speed and acceleration

dc.contributor.authorZeeman, Adriaan Siebrits
dc.contributor.authorBooysen, Marthinus J.
dc.date.accessioned2014-07-09T08:41:11Z
dc.date.available2014-07-09T08:41:11Z
dc.date.issued2014-07
dc.descriptionConferende theme: Leading transport into the futureen_ZA
dc.descriptionPlease cite as follows:en_ZA
dc.descriptionZeeman, A. S. & Booysen, M. J. 2014. Public transport sector driver behaviour: Measuring recklessness using speed and acceleration paper delivered at the 33rd annual Southern African Transport Conference, CSIR International Convention Centre Pretoria, South Africa on 7 - 10 July 2014.en_ZA
dc.descriptionThe original publication is available at http://www.satc.org.za/library/documents/satc-2014-documents/en_ZA
dc.description.abstractThe informal transport industry in Sub-Saharan Africa is notoriously dangerous, leading to many fatalities annually. This paper presents an innovative way of monitoring driver behaviour, in real-time, by taking into account road design standards and vehicle dynamics. A theoretical model is presented that combines acceleration and speed data into an erratic driving detection algorithm. The model presents a novel use of commonly used civil engineering principles, used in road design. Evaluation of the models, using actual minibus taxi data, demonstrates that it successfully detect reckless driving. An online platform is presented to visualise the tracked vehicle and the driving behaviour.en_ZA
dc.description.versionPost-printen_ZA
dc.identifier.citationZeeman, A. S. & Booysen, M. J. 2014. Public transport sector driver behaviour: Measuring recklessness using speed and acceleration paper delivered at the 33rd annual Southern African Transport Conference, CSIR International Convention Centre Pretoria, South Africa on 7 - 10 July 2014.en_ZA
dc.identifier.urihttp://hdl.handle.net/10019.1/95450
dc.language.isoen_ZAen_ZA
dc.publisherSouthern African Transport Conferenceen_ZA
dc.rights.holderAuthors retain copyrighten_ZA
dc.subjectIntelligent transportation systemsen_ZA
dc.subjectRoad safetyen_ZA
dc.subjectPublic transportation -- Safety measuresen_ZA
dc.subjectInformal public transporten_ZA
dc.subjectAccelerometersen_ZA
dc.subjectReckless drivingen_ZA
dc.subjectMinibus taxisen_ZA
dc.titlePublic transport sector driver behaviour : measuring recklessness using speed and accelerationen_ZA
dc.typeArticleen_ZA
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