Systems and methods for analyzing a driver's brake behavior are provided. In some aspects, the system includes a memory that stores instructions for executing processes for analyzing the driver's brake behavior, and a processor configured to execute the instructions. In aspects, the processes include: receiving data from one or more multi-modal sensors, determining whether each braking event of a plurality of braking events is a hard braking event; analyzing the one or more physiological signals of the driver to determine whether each of the hard braking events is a reactive hard braking event or an intended hard braking event; applying a Lasso regression analysis and a classification framework for each of the hard braking events to identify features that indicate whether a respective hard braking event is a reactive hard braking event or an intended hard braking event; and generating a signal notifying a vehicle of the features.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    UNDERSTANDING DRIVER AWARENESS THROUGH BRAKE BEHAVIOR ANALYSIS


    Beteiligte:
    LI NANXIANG (Autor:in) / MISU TERUHISA (Autor:in) / TAO FEI (Autor:in)

    Erscheinungsdatum :

    2018-11-15


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60T Bremsanlagen für Fahrzeuge oder Teile davon , VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung



    Understanding driver awareness through brake behavior analysis

    LI NANXIANG / MISU TERUHISA / TAO FEI | Europäisches Patentamt | 2019

    Freier Zugriff

    Understand Driver Awareness through Brake Behavior Analysis: Reactive versus Intended Hard Brake

    Li, Nanxiang / Misu, Teruhisa / Tao, Fei | British Library Conference Proceedings | 2017



    Driver Behavior Analysis through Speech Emotion Understanding, pp. 238-243

    Kamaruddin, N. / Abdul Rahman, A.W. / Institute of Electrical and Electronics Engineers | British Library Conference Proceedings | 2010


    Driver behavior risk assessment and pedestrian awareness

    AGARWAL NAKUL / CHEN YITING | Europäisches Patentamt | 2022

    Freier Zugriff