An arrival time prediction system and method based on random-type neural network groups is provided. Locating information (longitude and latitude coordinates) is periodically obtained by vehicle-mounted mobile equipment, comparison is carried out with site information (a polygonal or round region) in the vehicle-mounted mobile equipment to determine if the equipment arrives at or leaves a station, and arrival or leaving information and timing are reported back to a cloud server. The cloud server is responsible for collecting the arrival or leaving information reported by the vehicle-mounted mobile equipment and analyzing travelling time among the stations, storing the data into a cloud database server, and aggregating the travel time data so as to train parameter values of a random-type neural network group algorithm.


    Access

    Download


    Export, share and cite



    Title :

    Arrival time prediction system and method


    Contributors:
    CHEN ZHIHUA (author) / PANG JINGYUN (author) / XIE JIAMIN (author) / GUAN DASHENG (author)

    Publication date :

    2015-06-17


    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




    ARRIVAL TIME PREDICTION DEVICE AND ARRIVAL TIME PREDICTION DEVICE SYSTEM

    ARAKI KATSUNORI | European Patent Office | 2017

    Free access

    ARRIVAL TIME PREDICTION DEVICE, ARRIVAL TIME PREDICTION SYSTEM, AND PROGRAM

    OKUDE MARIKO / NAGAI TOORU | European Patent Office | 2016

    Free access

    System and method for flight arrival time prediction

    MORTEN TOBIAS JORGENSEN / AYSE GUL OZKAN | European Patent Office | 2020

    Free access

    SYSTEM AND METHOD FOR FLIGHT ARRIVAL TIME PREDICTION

    JORGENSEN MORTEN TOBIAS / OZKAN AYSE GUL | European Patent Office | 2022

    Free access