Estimating Driving Behavior by a Smartphone

dc.contributor.authorEren, H.
dc.contributor.authorMakinist, S.
dc.contributor.authorAkin, E.
dc.contributor.authorYilmaz, A.
dc.date.accessioned2026-08-12T16:35:57Z
dc.date.issued2012
dc.departmentFırat Üniversitesi
dc.descriptionIEEE Intelligent Vehicles Symposium (IV) -- JUN 03-07, 2012 -- Alcala de Henares, SPAIN
dc.description.abstractIn this paper, we propose an approach to understand the driver behavior using smartphone sensors. The aim for analyzing the sensory data acquired using a smartphone is to design a car-independent system which does not need vehicle mounted sensors measuring turn rates, gas consumption or tire pressure. The sensory data utilized in this paper includes the accelerometer, gyroscope and the magnetometer. Using these sensors we obtain position, speed, acceleration, deceleration and deflection angle sensory information and estimate commuting safety by statistically analyzing driver behavior. In contrast to state of the art, this work uses no external sensors, resulting in a cost efficient, simplistic and user-friendly system.
dc.description.sponsorshipTurkish Ministry of Science, Industry and Technology [254.TGSD.2011]
dc.description.sponsorshipThis work is supported by Turkish Ministry of Science, Industry and Technology, with the project number 254.TGSD.2011.
dc.description.sponsorshipIEEE
dc.identifier.endpage239
dc.identifier.isbn978-1-4673-2118-1
dc.identifier.orcid0000-0002-6636-7898
dc.identifier.scopus2-s2.0-84864998116
dc.identifier.scopusqualityN/A
dc.identifier.startpage234
dc.identifier.urihttps://hdl.handle.net/11508/45110
dc.identifier.wosWOS:000309167700038
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIeee
dc.relation.ispartof2012 Ieee Intelligent Vehicles Symposium (Iv)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WoS_20260511
dc.subjectDriver behavior
dc.subjectaccelerometer
dc.subjectgyroscope
dc.subjectmagnetometer
dc.subjectsmart phone
dc.subjectunsafe driving
dc.subjectBayesian classification
dc.titleEstimating Driving Behavior by a Smartphone
dc.typeConference Object

Dosyalar