Methods, systems, and apparatus, including computer programs encoded on computer storage media for driver detection are described. One example method includes monitoring data provided by an accelerometer associated with a client device. It is determined whether the data indicates a particular event associated with a vehicle. In response to determining that the data indicates the particular event associated with the vehicle, one or more micro-activities associated with the vehicle are determined based on data from at least one of the accelerometer and one or more other sensors associated with the client device. Results from each of the one or more micro-activities are provided to a trained model associated with the client device. In response to providing the results to the trained model, one or more vehicular events in a time sequence are identified based on the one or more micro-activities associated with the vehicle.


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    Title :

    METHODS AND SYSTEMS FOR SEQUENTIAL MICRO-ACTIVITY BASED DRIVER DETECTION ON SMART DEVICES


    Additional title:

    VERFAHREN UND SYSTEME ZUR SEQUENZIELLEN MIKROAKTIVITÄTSBASIERTEN FAHRERERKENNUNG AUF INTELLIGENTEN VORRICHTUNGEN
    PROCÉDÉS ET SYSTÈMES POUR DÉTECTION DE CONDUCTEUR BASÉE SUR UNE MICRO-ACTIVITÉ SÉQUENTIELLE SUR DES DISPOSITIFS INTELLIGENTS


    Contributors:
    XU YURONG (author) / MUNARETTO JOSEPH (author) / YANG JUN (author) / CHEN JUAN (author)

    Publication date :

    2022-02-16


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    H04M TELEPHONIC COMMUNICATION , Fernsprechverkehr / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / 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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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