A method for predicting the behavior of at least one road user in a traffic situation. The method includes: obtaining a graph representation of the traffic situation, wherein nodes represent road users, edges represent interactions between the road users and define an adjacency between road users, each node is associated with a state, and each edge is associated with edge attributes; computing an evolution of the states of the nodes based at least in part on a self-evolution of the state of each considered node that is dependent on this state and mediated by a self-evolution operator; and an interaction of each considered node with other nodes that is dependent on the states of these other nodes and mediated by an interaction operator; and computing a sought property that characterizes the behavior of the at least one road user.


    Access

    Download


    Export, share and cite



    Title :

    PREDICTING THE BEHAVIOR OF ROAD USERS BASED ON A GRAPH REPRESENTATION OF A TRAFFIC SITUATION


    Contributors:

    Publication date :

    2024-02-29


    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 / B60Q ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL , Anordnung von Signal- oder Beleuchtungsvorrichtungen, deren Einbau oder Halterung oder deren Schaltkreise bei Fahrzeugen allgemein / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    PREDICTING BEHAVIOR OF ROAD USERS BASED ON GRAPH REPRESENTATION OF TRAFFIC SITUATION

    MAXIMILIAN ZIPFL / ACHIM RETTINGER / CORY HENSON et al. | European Patent Office | 2024

    Free access

    Traffic situation assessment by recognizing interrelated road users

    Platho, M. / Gross, H. / Eggert, J. | IEEE | 2012



    Predicting near-future behavior of road users

    LIU DAPENG / FU JUNSHENG | European Patent Office | 2023

    Free access