Embodiments are directed to a computer-implemented method of operating a driver assistance component (DAC) of a vehicle. The method includes receiving sensed operator state data and sensed vehicle state data that represents a vehicle state of the vehicle. Based at least in part on the sensed operator state data, an operator state model is created, trained, and updated. Based at least in part on the sensed vehicle state data, a vehicle state model is created, trained, and updated. Based at least in part on new sensed operator state data, an operator state model classification output is created. Based at least in part on new sensed vehicle state data, a vehicle state model classification output is created. The operator state model classification output and the vehicle state model classification output are correlated, and operating parameters for the DAC are predicted.


    Access

    Download


    Export, share and cite



    Title :

    Automatic and personalized control of driver assistance components


    Contributors:

    Publication date :

    2020-08-18


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    AUTOMATIC AND PERSONALIZED CONTROL OF DRIVER ASSISTANCE COMPONENTS

    WERNER JOHN S / BUSCHMANN LUKE N / HOOVER BRAD | European Patent Office | 2019

    Free access

    Personalized Driver Assistance

    HUBER CHRISTIAN | European Patent Office | 2015

    Free access

    PERSONALIZED DRIVER ASSISTANCE SYSTEM FOR VEHICLE

    TAN HONGHAO / TEDESCO BRIAN J | European Patent Office | 2015

    Free access

    Personalized driver assistance system for vehicle

    TAN HONGHAO / TEDESCO BRIAN J | European Patent Office | 2017

    Free access

    AUTOMATIC DRIVER ASSISTANCE SYSTEM

    SHIMIZU YOSHIRO / SANCHEZ ALAN / GONZALEZ MAURICIO et al. | European Patent Office | 2020

    Free access