This application is directed to on-vehicle behavior modeling of vehicles. A vehicle has one or more processors, memory, a plurality of sensors, and a vehicle control system. The vehicle collects training data via the plurality of sensors, and the training data include data for one or more vehicles during a collection period. The vehicle locally applies machine learning to train a vehicle driving behavior model using the collected training data. The vehicle driving behavior model is configured to predict a behavior of one or more vehicles. The vehicle subsequently collecting sensor data from the plurality of sensors and drives the vehicle by applying the vehicle driving behavior model to predict vehicle behavior based on the collected sensor data. The vehicle driving behavior model is configured to predict behavior of an ego vehicle and/or a distinct vehicle that appears near the ego vehicle.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    On-Vehicle Driving Behavior Modelling


    Beteiligte:
    ZHOU MIANWEI (Autor:in)

    Erscheinungsdatum :

    2023-12-28


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    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 / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte



    On-vehicle driving behavior modelling

    ZHOU MIANWEI | Europäisches Patentamt | 2023

    Freier Zugriff

    MODELLING OF ELECTRIC VEHICLE CHARGING AND DRIVING USAGE BEHAVIOR WITH VEHICLE-BASED CLUSTERING

    NEGOITA GIANINA ALINA / PAXTON WILLIAM / YEN MATTHEW | Europäisches Patentamt | 2024

    Freier Zugriff

    Determining vehicle driving behavior

    HONG SANGHYUN / LU JIANBO / FILEV DIMITAR PETROV | Europäisches Patentamt | 2019

    Freier Zugriff

    DETERMINING VEHICLE DRIVING BEHAVIOR

    HONG SANGHYUN / LU JIANBO / FILEV DIMITAR PETROV | Europäisches Patentamt | 2019

    Freier Zugriff

    Vehicle driving behavior predicting device

    ONO SAYAKA | Europäisches Patentamt | 2016

    Freier Zugriff