DocumentCode
2517287
Title
A feasability study of drowsiness detection using driving behaviour parameters
Author
Bartra, A. ; Meca, P. ; Guaman, A. ; Pardo, Abelardo ; Marco, S. ; Montesi, A. ; Dominguez, D.
Author_Institution
R&D Dept., Ficosa, Barcelona, Spain
fYear
2012
fDate
3-7 June 2012
Firstpage
111
Lastpage
116
Abstract
One of the main causes of car accidents is drowsiness. There have been many studies regarding driving monitoring systems in the past few years, although most of them are focused in simulator environments. This paper presents a system to detect drowsiness patterns in real driving environments, where many external conditions need to be taken into account. Initial tests were done in simulator, followed by tests in real vehicles. Although two different approaches have been developed, this paper is focused in the inadequate driving identification based on the steering movements. Its sub-modules are also presented, with a special focus on the active driving detector.
Keywords
accident prevention; behavioural sciences; computerised monitoring; driver information systems; vehicles; active driving detector; car accidents; driving behaviour parameters; driving monitoring systems; drowsiness detection; inadequate driving identification; real driving environments; real vehicles; simulator environments; steering movements; Algorithm design and analysis; Classification algorithms; Roads; Sleep; Standards; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium (IV), 2012 IEEE
Conference_Location
Alcala de Henares
ISSN
1931-0587
Print_ISBN
978-1-4673-2119-8
Type
conf
DOI
10.1109/IVS.2012.6232239
Filename
6232239
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