Since the vehicle's response according to the driver's gas pedal operation varies greatly depending on the driving mode, the selection of the driving mode significantly affects the driver's satisfaction. This article presents a satisfactory driving mode classification that enhances the driver's satisfaction by providing a suitable driving mode to the driver. Unlike the conventional algorithm based on driving style recognition, the proposed approach determines the changes required for the current driving mode, such as mode-up, -stay, -down. Features suitable for classification are extracted from the driver's pedal operation characteristics during specific situations, such as launch, acceleration while driving. The performance of the proposed algorithm is evaluated through nested cross-validation, compared with conventional algorithms based on driving style recognition, demonstrating its superiority, generality. The proposed algorithm is event-based, operates in real-time while driving. As a result, it provides a more reliable, effective solution for enhancing driver satisfaction by providing an appropriate driving mode.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Satisfactory Driving Mode Classification Based on Pedal Operation Characteristics


    Beteiligte:
    Kim, Yuntae (Autor:in) / Choi, Seibum B. (Autor:in) / Oh, Jiwon J. (Autor:in) / Eo, Jeongsoo (Autor:in)

    Erschienen in:

    Erscheinungsdatum :

    01.01.2024


    Format / Umfang :

    3787445 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    PEDAL DEVICE AND PEDAL DRIVING METHOD

    SUMIKAWA RYUICHI | Europäisches Patentamt | 2017

    Freier Zugriff

    ONE PEDAL DRIVING

    NASERIAN MOHAMMAD / SAMII SOHEIL / MICHALUK NATHANIEL S | Europäisches Patentamt | 2022

    Freier Zugriff

    Uphill vehicle launch in single pedal driving mode

    BOLGER BRYAN MICHAEL / SEMENOV SERGEY GRIGORIEVICH | Europäisches Patentamt | 2022

    Freier Zugriff

    Driving assistance apparatus for erroneous accelerator pedal operation

    KAMINADE TAKUYA / OISHI MASASHI / UNIGAME TAKASHI et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    ONE-PEDAL DRIVING

    LAYOUNI MOHAMED A / NAIEL MOHAMED A | Europäisches Patentamt | 2024

    Freier Zugriff