Identification of Driver's Drowsiness Using Driving Information and EEG

0346067 - ÚI 2011 RIV CZ eng C - Conference Paper (international conference)
Jiřina, Marcel - Novotný, S. - Bouchner, P.
Identification of Driver's Drowsiness Using Driving Information and EEG.
Driver-Car Interaction & Interface 2009. Praha: Institute of Computer Science AS CR, 2009 - (Bouchner, P.; Novák, M.), s. 11-19. ISBN 978-80-87136-05-8.
[DCII 2009. Driver Car Interaction and Interface 2009. Prague (CZ), 02.11.2009-03.11.2009]
Institutional research plan: CEZ:AV0Z10300504
Keywords : wakefulness * drowsiness * sleepy state in drivers * classification
Subject RIV: AQ - Safety, Health Protection, Human - Machine

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.
Permanent Link: http://hdl.handle.net/11104/0187185