Název:
Identification of Driver's Drowsiness Using Driving Information and EEG
Autoři:
Jiřina, Marcel ; Novotný, S. ; Bouchner, P. Typ dokumentu: Příspěvky z konference Konference/Akce: DCII 2009. Driver Car Interaction and Interface 2009, Prague (CZ), 2009-11-02 / 2009-11-03
Rok:
2009
Jazyk:
eng
Abstrakt: 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.
Klíčová slova:
classification; drowsiness; sleepy state in drivers; wakefulness Číslo projektu: CEZ:AV0Z10300504 (CEP) Zdrojový dokument: Driver-Car Interaction & Interface 2009, ISBN 978-80-87136-05-8
Instituce: Ústav informatiky AV ČR
(web)
Informace o dostupnosti dokumentu:
Dokument je dostupný v repozitáři Akademie věd. Původní záznam: http://hdl.handle.net/11104/0187185