A traffic signal phase and timing (SPaT) prediction system is disclosed. The system may include a transceiver configured to receive historical traffic signal information associated with a traffic light and real-time traffic signal information. The system may further include a memory configured to store a training data and a trained machine model. The trained machine model may be trained using the training data that includes the historical traffic signal information. The system may further include a processor configured to execute instructions stored in the trained machine model to predict traffic signal information (e.g., SPaT) associated with a future traffic signal cycle based on the real-time traffic signal information. The processor may further output the traffic signal information associated with the future traffic signal cycle to a vehicle.


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    Titel :

    SYSTEMS AND METHODS FOR PREDICTING TRAFFIC SIGNAL PHASE AND TIMING


    Beteiligte:
    DESHPANDE SHRESHTA RAJAKUMAR (Autor:in) / AHN KUKHYUN (Autor:in) / ZHANG XIAOWU (Autor:in) / WANG YAN (Autor:in) / WANG XINPENG (Autor:in) / ZHENG HAN (Autor:in) / PENG HUEI (Autor:in)

    Erscheinungsdatum :

    10.04.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

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



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