Naturalistic Driving Studies (NDS) register data in real driving situations, trying to extract conclusions about how real drivers behave in specific situations, and for this purpose unobtrusive devices are used. In this paper, we present our work analyzing brain activity using Muse, a wearable electroencephalography (EEG) brain band, and an ad-hoc Android smartphone application. Our study is focuses in a specific maneuver: the roundabouts, and in the comparison between the brainwaves produced in that handling and in a straight section. For this purpose we made the same route in different moments of the day and under different weather conditions, and we isolate a specific stretch of six roundabouts and a straight one. Then we compare the beta and gamma brainwaves obtained in this two different maneuvers, which occurs in normal brain alert consciousness, attention or concentration states.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Using wearable devices in naturalistic driving to analyze brain activity in roundabout maneuvers


    Beteiligte:


    Erscheinungsdatum :

    01.09.2018


    Format / Umfang :

    568518 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Driving Maneuvers Analysis Using Naturalistic Highway Driving Data

    Li, Guofa / Li, Shengbo Eben / Jia, Lijuan et al. | IEEE | 2015


    Drive quality analysis of lane change maneuvers for naturalistic driving studies

    Satzoda, Ravi Kumar / Gunaratne, Pujitha / Trivedi, Mohan M. | IEEE | 2015


    Deep Learning Approach for Detecting Lane Change Maneuvers Using SHRP2 Naturalistic Driving Data

    Das, Anik / Khan, Md Nasim / Ahmed, Mohamed M. | Transportation Research Record | 2022


    Typical Acceleration Profiles for Left-Turn Maneuvers Based on SHRP2 Naturalistic Driving Data

    McAllister, Arianna J. / Wilkinson, Craig / Siegmund, Gunter P. et al. | SAE Technical Papers | 2021


    Typical Acceleration Profiles for Left-Turn Maneuvers Based on SHRP2 Naturalistic Driving Data

    Flynn, Thomas I. / McAllister, Arianna J. / Wilkinson, Craig et al. | British Library Conference Proceedings | 2021