A method, apparatus and computer program product are provided for predicting a split lane traffic pattern for a road segment. In this regard, first traffic data for an upstream road segment of the road segment is aggregated based on a distribution of speeds associated with location probe points representative of travel of vehicles along the road segment. Furthermore, second traffic data for a first downstream road segment of the road segment is aggregated based on the distribution of speeds associated with the location probe points for the vehicles. Third traffic data for a second downstream road segment of the road segment is also aggregated based on the distribution of speeds associated with the location probe points for the vehicles. Additionally, a machine learning model that predicts a traffic pattern is trained based on the first traffic data, the second traffic data and the third traffic data.


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    Title :

    METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR PREDICTING A SPLIT LANE TRAFFIC PATTERN


    Contributors:
    FOWE JAMES (author) / MOHAPATRO ARUN (author) / HAMMOND EARL (author) / KHAN NAZIA (author)

    Publication date :

    2022-06-23


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G07C TIME OR ATTENDANCE REGISTERS , Zeit- oder Anwesenheitskontrollgeräte / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR DETERMINING A SPLIT LANE TRAFFIC PATTERN

    FOWE JAMES / MOHAPATRO ARUN / HAMMOND EARL et al. | European Patent Office | 2022

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