Systems and methods described herein relate to traffic-flow regulation via centralized lateral flow control. One embodiment receives, at a locality manager that regulates traffic flow on a roadway via lateral flow control, aggregated macroscopic traffic state information from a section manager that communicates with one or more connected vehicles in a section of the roadway; processes the aggregated macroscopic traffic state information at the locality manager using a reinforcement-learning-based model to determine target lateral flows for two or more lanes of the roadway in the section of the roadway; and transmits the target lateral flows from the locality manager to the section manager, which converts the target lateral flows to lane-change actions and transmits the lane-change actions to the one or more connected vehicles.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    SYSTEMS AND METHODS FOR TRAFFIC-FLOW REGULATION VIA CENTRALIZED LATERAL FLOW CONTROL


    Beteiligte:

    Erscheinungsdatum :

    27.04.2023


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

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



    Systems and methods for traffic-flow regulation via centralized lateral flow control

    KREIDIEH ABDUL RAHMAN / ZEIYNALI FARID YASHAR / OGUCHI KENTARO | Europäisches Patentamt | 2024

    Freier Zugriff

    CENTRALIZED LATERAL FLOW CONTROL AND METHOD

    ABDUL RAHMAN KREIDIEH / YASHAR ZEIYNALI FARID / OGUCHI KENTARO | Europäisches Patentamt | 2023

    Freier Zugriff

    CENTRALIZED FLOW CONTROL

    R. W. Martin | NTIS | 1970


    Centralized traffic control

    Engineering Index Backfile | 1931


    Centralized traffic control

    Kellenberger, K.E. | Engineering Index Backfile | 1932