This paper proposes a method for a real-time classification of the absolute driving style using three levels of sportiveness: calm, normal and sporty. The algorithm is based on a physical gg-plot-based approach and on a novel manouvre detection algorithm. The method makes use of standard vehicle signals which can be also provided by an external IMU+GPS system. Experimental results show the effectiveness of the proposed approach as driving style indicator.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Absolute driving style estimation for ground vehicles


    Contributors:


    Publication date :

    2017-08-01


    Size :

    1868691 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Energy Consumption Estimation in Electric Vehicles Considering Driving Style

    Felipe, Jimenez / Amarillo, Juan Carlos / Naranjo, Jose Eugenio et al. | IEEE | 2015


    Group driving style learning framework for autonomous vehicles

    JIANG YIFEI / LI DONG / TAO JIAMING et al. | European Patent Office | 2022

    Free access

    GROUP DRIVING STYLE LEARNING FRAMEWORK FOR AUTONOMOUS VEHICLES

    JIANG YIFEI / LI DONG / TAO JIAMING et al. | European Patent Office | 2021

    Free access

    GROUP DRIVING STYLE LEARNING FRAMEWORK FOR AUTONOMOUS VEHICLES

    JIANG YIFEI / LI DONG / TAO JIAMING et al. | European Patent Office | 2018

    Free access

    Driving style estimation via inertial measurements

    Manzoni, V / Corti, A / De Luca, P et al. | IEEE | 2010