The invention relates to a driver driving style determination method and device, computer equipment, a computer readable storage medium and a computer program product. The method comprises the following steps: acquiring historical driving data of a target vehicle, and performing feature extraction on the historical driving data to obtain a feature data set; labeling the feature data set by adopting an isolated forest algorithm to obtain a target data set; processing the target data set through the anomaly classification model to obtain a driving style score; and determining the driver driving style according to the driving style score. By adopting the method, the accuracy of driving style recognition can be improved, so that a reference value is provided for an auxiliary driving system, and the driving safety is effectively ensured.

    本申请涉及一种驾驶员驾驶风格确定方法、装置、计算机设备、计算机可读存储介质和计算机程序产品。所述方法包括:获取目标车辆的历史行驶数据,对历史行驶数据进行特征提取,得到特征数据集;采用孤立森林算法对特征数据集进行标注,得到目标数据集;通过异常分类模型对目标数据集进行处理,得到驾驶风格评分;根据驾驶风格评分确定驾驶员驾驶风格。采用本方法能够提高驾驶风格识别的准确性,从而为辅助驾驶系统提供参考值,有效保证驾驶安全性。


    Access

    Download


    Export, share and cite



    Title :

    Driver driving style determination method and device, computer equipment, readable storage medium and program product


    Additional title:

    驾驶员驾驶风格确定方法、装置、计算机设备、可读存储介质和程序产品


    Contributors:
    ZHOU YU (author) / ZHANG JUNPU (author) / LAN DEZHI (author) / LI WANWAN (author)

    Publication date :

    2024-10-11


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    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 / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung




    Driving route determination method and device, computer equipment, readable storage medium and program product

    HAN YIMEI / ZOU YUANYONG / LIU LINGLING et al. | European Patent Office | 2024

    Free access


    Driving style determination method and device and readable storage medium

    RAN RUOYU / WANG XIN / CAI CHEN et al. | European Patent Office | 2024

    Free access