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Authors: N. Rodríguez-Ibáñez 1 ; P. Meca-Calderón 2 ; M. A. García-González 3 ; J. Ramos-Castro 3 and M. Fernández-Chimeno 3

Affiliations: 1 Biomedical Engineer at Ficosa International S.A, Spain ; 2 Software Engineer at Idneo Technologies S.L, Spain ; 3 Technical University of Catalonia (UPC), Spain

Keyword(s): Drowsiness Detection, Gold Standard, Driver Monitoring, Electrooculogram, Electroencephalogram.

Related Ontology Subjects/Areas/Topics: Biomedical Engineering ; Biomedical Instrumentation ; Biomedical Instruments and Devices ; Biomedical Metrology ; Biomedical Sensors ; Devices ; Health Monitoring Devices ; Human-Computer Interaction ; Physiological Computing Systems

Abstract: Detection of drowsiness while driving is a leading objective in advanced driver assistance systems. This work presents a new index to assess the alertness state of drivers based on the EOG dynamics derived from a polysomnography device. More than 15 hours of laboratory tests were analyzed in order to detect drowsiness while doing cognitive activities. The proposed method has a sensitivity of 92, 41% and a VPP of 93,41% in detecting drowsiness. The results show that the proposed index may be promising to assess the alertness state of real drivers.

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Paper citation in several formats:
Rodríguez-Ibáñez, N., Meca-Calderón, P., García-González, M. A., Ramos-Castro, J., Fernández-Chimeno and M. (2013). Drowsiness Detection by Electrooculogram Signal Analysis in Driving Simulator Conditions for Gold Standard Signal Generation. In Proceedings of the International Conference on Biomedical Electronics and Devices (BIOSTEC 2013) - BIODEVICES; ISBN 978-989-8565-34-1; ISSN 2184-4305, SciTePress, pages 57-63. DOI: 10.5220/0004241500570063

@conference{biodevices13,
author={N. Rodríguez{-}Ibáñez and P. Meca{-}Calderón and M. A. García{-}González and J. Ramos{-}Castro and M. Fernández{-}Chimeno},
title={Drowsiness Detection by Electrooculogram Signal Analysis in Driving Simulator Conditions for Gold Standard Signal Generation},
booktitle={Proceedings of the International Conference on Biomedical Electronics and Devices (BIOSTEC 2013) - BIODEVICES},
year={2013},
pages={57-63},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004241500570063},
isbn={978-989-8565-34-1},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Biomedical Electronics and Devices (BIOSTEC 2013) - BIODEVICES
TI - Drowsiness Detection by Electrooculogram Signal Analysis in Driving Simulator Conditions for Gold Standard Signal Generation
SN - 978-989-8565-34-1
IS - 2184-4305
AU - Rodríguez-Ibáñez, N.
AU - Meca-Calderón, P.
AU - García-González, M.
AU - Ramos-Castro, J.
AU - Fernández-Chimeno, M.
PY - 2013
SP - 57
EP - 63
DO - 10.5220/0004241500570063
PB - SciTePress

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