This paper presents a driver vigilance diagnosis system based on the analysis of measured signals with wavelets and the computation of their statistical characteristics inside variable length time-windows. Such a system should characterize the driving mode of an unspecified vigilant driver in order to detect a modification of the way of driving due to the fall of vigilance. The signals that we assume to be able to characterize the driving mode are: the position of the vehicle inside the traffic lane, also called lateral position, the steering wheel angle and vehicle speed. This study has been performed with data collected in real traffic conditions. To determine the driving characteristics of vigilant driver we have selected few driving sequences where both the EEG analysis and the driver self-evaluation indicate the driver was vigilant. Then, we qualify the relevance of our system, particularly the choice of the variable used for the diagnostic, by comparing the diagnostic produces by our system with the physiological state of the driver based on EEG analysis and the driver self-evaluation.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Driver hypovigilance diagnosis using wavelets and statistical analysis


    Beteiligte:
    Santana Diaz, A. (Autor:in) / Jammes, B. (Autor:in) / Esteve, D. (Autor:in) / Gonzalez Mendoza, M. (Autor:in)


    Erscheinungsdatum :

    2002-01-01


    Format / Umfang :

    403353 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    DRIVER HYPOVIGILANCE DIAGNOSIS USING WAVELETS AND STATISTICAL ANALYSIS

    Diaz, A. S. / Jammes, B. / Esteve, D. et al. | British Library Conference Proceedings | 2002


    A new hybrid diagnosis system application to hypovigilance detection

    Hernandez, N. / International Council on Alcohol, Drugs and Traffic Safety | British Library Conference Proceedings | 1997


    DETECTING DROWSINESS OF DRIVERS WITH A DETERMINISTIC HYPOVIGILANCE DIAGNOSIS MODULE

    Wilschut, E. S. / Brouwer, R. F. T. / De Waard, D. et al. | British Library Conference Proceedings | 2005



    A new hybrid dianosis system application to hypovigilance detection

    Hernandez, N. / International Council on Alcohol, Drugs and Traffic Safety | British Library Conference Proceedings | 1997