A method for traffic prediction of a road network includes receiving past traffic information corresponding to multiple locations on the road network. The method further includes determining, by a processor and based on the past traffic information, temporal characteristics of the past traffic information corresponding to changes of characteristics over time and spatial characteristics of the past traffic information corresponding to interactions between locations on the road network. The method further includes predicting predicted traffic information corresponding to a later time based on the determined temporal and spatial characteristics of the past traffic information. The method further includes receiving detected additional traffic information corresponding to the later time. The method further includes updating the temporal characteristics of the traffic information and the spatial characteristics of the traffic information based on the predicted traffic information and the detected additional traffic information.


    Access

    Download


    Export, share and cite



    Title :

    Latent space model for road networks to predict time-varying traffic


    Contributors:
    DEMIRYUREK UGUR (author) / DENG DINGXIONG (author) / SHAHABI CYRUS (author) / ZHU LINHONG (author) / YU ROSE (author) / LIU YAN (author)

    Publication date :

    2023-08-01


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    LATENT SPACE MODEL FOR ROAD NETWORKS TO PREDICT TIME-VARYING TRAFFIC

    DEMIRYUREK UGUR / DENG DINGXIONG / SHAHABI CYRUS et al. | European Patent Office | 2019

    Free access

    LATENT SPACE MODEL FOR ROAD NETWORKS TO PREDICT TIME-VARYING TRAFFIC

    DEMIRYUREK UGUR / DENG DINGXIONG / SHAHABI CYRUS et al. | European Patent Office | 2018

    Free access



    A simulation model for road traffic networks

    Arena, L. / Luca Cardille, D.De. / Moro, A. | Tema Archive | 1988