This disclosure provides embodiments for context based vehicular traffic prediction. A trained neural network modeling a relationship between historical traffic data and associated historical contextual data for a roadway link is obtained. Expected contextual data for a future time period for the roadway link is acquired. Predicted traffic data for the future time period for the roadway link is generated with the trained neural network based on the expected contextual data.


    Access

    Download


    Export, share and cite



    Title :

    CONTEXT BASED VEHICULAR TRAFFIC PREDICTION


    Contributors:
    WANG ZHI HU (author) / ZHAO SHIWAN (author) / LIU JING LAN (author) / AN BANG (author) / WATANABE SHOICHIRO (author)

    Publication date :

    2020-11-26


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    Context based vehicular traffic prediction

    WANG ZHI HU / ZHAO SHIWAN / LIU JING LAN et al. | European Patent Office | 2023

    Free access

    METHOD AND SYSTEM FOR VEHICULAR TRAFFIC PREDICTION

    MARZORATI STEFANO / TOSI DAVIDE | European Patent Office | 2015

    Free access

    An intelligent vehicular traffic prediction (ITP) protocol

    Bani Younes, Maram / Boukerche, Azzedine / Zhou, Xiaoli | IEEE | 2015


    Vehicular Traffic

    Rosini, Massimiliano Daniele | Springer Verlag | 2013