The present disclosure provides a method for automatic control of a vehicle and a method for training lane change intention prediction network. The method includes receiving a plurality of types of vehicle traveling information of a target vehicle; inputting the plurality of types of vehicle traveling information of the target vehicle into a lane change intention prediction network, the lane change intention prediction network comprising a plurality of sub-networks; performing, through the sub-networks, feature extraction on the types of vehicle traveling information respectively, and outputting feature extraction results; performing feature fusion on the feature extraction results outputted by the sub-networks, and predicting a lane change intention of the target vehicle according to a feature fusion result; and updating an autonomous driving route of a current vehicle according to the lane change intention of the target vehicle.


    Access

    Download


    Export, share and cite



    Title :

    METHOD FOR AUTOMATIC CONTROL OF VEHICLE AND METHOD FOR TRAINING LANE CHANGE INTENTION PREDICTION NETWORK


    Contributors:
    WANG JUE (author)

    Publication date :

    2022-04-07


    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





    LANE CHANGE INTENTION ESTIMATION OF A VEHICLE

    SCHMEICHEL CARSTEN | European Patent Office | 2020

    Free access


    Lane change intention estimation of a vehicle

    SCHMEICHEL CARSTEN | European Patent Office | 2023

    Free access