Original title:
Identification of Driver's Drowsiness Using Driving Information and EEG
Authors:
Jiřina, Marcel ; Novotný, S. ; Bouchner, P. Document type: Papers Conference/Event: DCII 2009. Driver Car Interaction and Interface 2009, Prague (CZ), 2009-11-02 / 2009-11-03
Year:
2009
Language:
eng Abstract:
This report summarizes the first results with identification of sleepy state in drivers. The driving information as the deviation from the centerline of road and the steering wheel position as well as two-point eeg was used. The process consists of preprocessing data, in fact a transformation into form proper for classification, and a classification into one of two classes, wakefulness and drowsiness. Results show that it is possible to distinguish these two states with relatively large error, which possibly can be tackled by the use of proper methodology.
Keywords:
classification; drowsiness; sleepy state in drivers; wakefulness Project no.: CEZ:AV0Z10300504 (CEP) Host item entry: Driver-Car Interaction & Interface 2009, ISBN 978-80-87136-05-8
Institution: Institute of Computer Science AS ČR
(web)
Document availability information: Fulltext is available in the digital repository of the Academy of Sciences. Original record: http://hdl.handle.net/11104/0187185