Systems and methods are provided to implement cooperative traffic congestion detection, and enhance the accuracy of detection of traffic congestion for enhanced routing and maneuvering vehicles along a travel route. A vehicle is configured to receive vehicle data from an ad-hoc network of a plurality of vehicles that are communicatively connected (and proximately located). A subset of the plurality of vehicles can be sensor-rich vehicles that are equipped with ranging sensors (e.g., cameras, LIDAR, radar, ultrasonic sensors), which enables real-time detection of the multiple traffic parameters, such as the presence of other vehicles, vehicle speed, vehicle movement, traffic, and the like, within the vicinity along the route. The vehicle employs cooperative traffic congestion detection, and fuses data from the plurality of vehicles, including sensor-rich vehicles and legacy vehicles, and applies a learning-based algorithm, such as a machine-learning (ML) algorithm, to generate a real-time and more accurate estimate of traffic congestion.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    COOPERATIVE TRAFFIC CONGESTION DETECTION FOR CONNECTED VEHICULAR PLATFORM


    Beteiligte:
    GUNEY MEHMET ALI (Autor:in) / GUO RUI (Autor:in) / TIWARI PRASHANT (Autor:in)

    Erscheinungsdatum :

    2023-07-20


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / 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



    Cooperative Negotiation in Connected Vehicles for Mitigating Traffic Congestion

    Nguyen, Tri-Hai / Li, Gen / Jo, Hyoenseong et al. | British Library Conference Proceedings | 2022


    Cooperative Evaluation of the Cause of Urban Traffic Congestion via Connected Vehicles

    Al Mallah, Ranwa / Quintero, Alejandro / Farooq, Bilal | IEEE | 2020


    Congestion and Awareness Control in Cooperative Vehicular Systems

    Sepulcre, M. / Mittag, J. / Santi, P. et al. | Tema Archiv | 2011


    Machine Learning Solutions to Vehicular Traffic Congestion

    Chhatpar, Pavan / Doolani, Nimesh / Shahani, Sumeet et al. | IEEE | 2018


    TRAFFIC CONGESTION DETECTION DEVICE, TRAFFIC CONGESTION DETECTION SYSTEM, AND TRAFFIC CONGESTION DETECTION METHOD

    ESHITA NAOHIKO / MORIGUCHI TAKUO / TOKUUME SHINYA et al. | Europäisches Patentamt | 2022

    Freier Zugriff