One or more braking event detection computing devices and methods are disclosed herein based on fused sensor data collected during a window of time from various sensors of a mobile device found within an interior of a vehicle. The various sensors of the mobile device may include a GPS receiver, an accelerometer, a gyroscope, a microphone, a camera, and a magnetometer. Data from vehicle sensors and other external systems may also be used. The braking event detection computing devices may adjust the polling frequency of the GPS receiver of the mobile device to capture non-consecutive data points based on the speed of the vehicle, the battery status of the mobile device, traffic-related information, and weather-related information. The braking event detection computing devices may use classification machine learning algorithms on the fused sensor data to determine whether or not to classify a window of time as a braking event.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    System and Methods For Detecting Vehicle Braking Events Using Data From Fused Sensors in Mobile Devices


    Beteiligte:
    SNYDER JARED S (Autor:in) / FERGUSON DANA (Autor:in)

    Erscheinungsdatum :

    2021-07-22


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60T Bremsanlagen für Fahrzeuge oder Teile davon , VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    SYSTEM AND METHODS FOR DETECTING VEHICLE BRAKING EVENTS USING DATA FROM FUSED SENSORS IN MOBILE DEVICES

    SNYDER JARED S / FERGUSON DANA | Europäisches Patentamt | 2018

    Freier Zugriff

    System and Methods For Detecting Vehicle Braking Events Using Data From Fused Sensors in Mobile Devices

    SNYDER JARED S / FERGUSON DANA | Europäisches Patentamt | 2021

    Freier Zugriff

    System and Methods For Detecting Vehicle Braking Events Using Data From Fused Sensors in Mobile Devices

    SNYDER JARED S / FERGUSON DANA | Europäisches Patentamt | 2023

    Freier Zugriff

    System and methods for detecting vehicle braking events using data from fused sensors in mobile devices

    SNYDER JARED S / FERGUSON DANA | Europäisches Patentamt | 2023

    Freier Zugriff

    System and methods for detecting vehicle braking events using data from fused sensors in mobile devices

    SNYDER JARED S / FERGUSON DANA | Europäisches Patentamt | 2017

    Freier Zugriff