In some embodiments, the present disclosure provides an algorithm for a data-driven intelligent adaptive model of an automobile cab based on a biometric identification technology. The algorithm includes the following steps: acquiring driving posture data, the driving posture data including driver information, automobile man-computer parameter information, and seat position information; building a feature extraction model of the driving posture data and screening feature vectors playing a significant role in predicting a seat position by the feature extraction model; building a prediction model of a comfortable seat position by a back propagation (BP) neural network and inputting the screened feature vectors to perform training on the prediction model; and inputting specific feature vectors to obtain the seat position information and accordingly adjust the seat position.


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    Titel :

    ALGORITHM FOR DATA-DRIVEN INTELLIGENT ADAPTIVE MODEL OF AUTOMOTIVE CABIN BASED ON BIOMETRIC IDENTIFICATION TECHNOLOGY


    Beteiligte:
    JU WEINAN (Autor:in) / SUN ZHIPENG (Autor:in) / CAO LIJUAN (Autor:in) / JIANG GUOKAI (Autor:in) / HE LONGFEI (Autor:in) / HUO BAOFENG (Autor:in) / LIU JIAOYANG (Autor:in) / WEN QUAN (Autor:in) / LIU LIPING (Autor:in) / ZHAO QIUJUN (Autor:in)

    Erscheinungsdatum :

    2022-10-27


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60N SEATS SPECIALLY ADAPTED FOR VEHICLES , Sitze besonders für Fahrzeuge ausgebildet / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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