The present disclosure provides a method and an Internet of Things system for determining traffic time in a smart city. The method may include: obtaining traffic data information transmitted by the sensor network platform based on at least one object platform, wherein the traffic data information includes itinerary information of a user, vehicle information of a preset route, and channel information of a preset channel; determining a passing time of the preset channel in the preset route from a current location to a target location through processing the traffic data information based on a time prediction model, wherein the time prediction model includes a first embedding layer, a traffic flow distribution layer, a second embedding layer, a queuing distribution layer, and a channel passing time output layer, and the time prediction model is a machine learning model.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    METHODS AND INTERNET OF THINGS SYSTEMS FOR DETERMINING TRAFFIC TIME IN SMART CITIES


    Beteiligte:
    SHAO ZEHUA (Autor:in) / XIANG HAITANG (Autor:in) / QUAN YAQIANG (Autor:in) / LI YONG (Autor:in) / WEI XIAOJUN (Autor:in)

    Erscheinungsdatum :

    16.11.2023


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G16Y



    Methods and internet of things systems for determining traffic time in smart cities

    SHAO ZEHUA / XIANG HAITANG / QUAN YAQIANG et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Methods and internet of things systems for determining government traffic routes in smart cities

    SHAO ZEHUA / XIANG HAITANG / QUAN YAQIANG et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    METHODS FOR MANAGING TRAFFIC CONGESTION IN SMART CITIES AND INTERNET OF THINGS (IOT) SYSTEMS THEREOF

    SHAO ZEHUA / LI YONG / QUAN YAQIANG et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    Methods for managing traffic congestion in smart cities and internet of things (IoT) systems thereof

    SHAO ZEHUA / LI YONG / QUAN YAQIANG et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    METHODS FOR TRAFFIC SCHEDULING AT INTERSECTIONS IN SMART CITIES AND INTERNET OF THINGS (IOT) SYSTEMS THEREOF

    SHAO ZEHUA / LI YONG / QUAN YAQIANG et al. | Europäisches Patentamt | 2023

    Freier Zugriff