A system of modeling an anti-lock brake system (ABS) controller of a vehicle includes: a vehicle speed estimation network configured to estimate a vehicle speed through machine learning using wheel speed data of each of a plurality of wheels of the vehicle; a wheel speed state estimation network configured to estimate a time series characteristic of the wheel speed through machine learning using information on the wheel speed data and information on whether a brake pedal is depressed; and a classification network configured to estimate a braking mode for controlling an increase, a decrease, or steady state of a braking pressure of each wheel through machine learning using speed estimation data of the vehicle estimated by the vehicle speed estimation network and time series characteristic estimation data of the wheel speed estimated by the wheel speed state estimation network.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    SYSTEM OF MODELING ANTI-LOCK BRAKE SYSTEM CONTROLLER OF VEHICLE


    Beteiligte:
    HAN WOOK HYUN (Autor:in)

    Erscheinungsdatum :

    10.06.2021


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60T Bremsanlagen für Fahrzeuge oder Teile davon , VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    System of modeling anti-lock brake system controller of vehicle

    HAN WOOK HYUN | Europäisches Patentamt | 2022

    Freier Zugriff

    BRAKE DEVICE FOR VEHICLE AND ANTI-LOCK BRAKE SYSTEM

    AASHISH SHARMA / VIKRANTH KAMBHALURU / ASHOKURAO KULKARNI PURUSHOTTAM et al. | Europäisches Patentamt | 2015

    Freier Zugriff

    ANTI-LOCK BRAKE SYSTEM FOR ALL-TERRAIN VEHICLE

    PONGO HARRY / HANSON BRENT J / EICHENBERGER JEREMY R et al. | Europäisches Patentamt | 2018

    Freier Zugriff

    Anti-lock brake system for all-terrain vehicle

    PONGO HARRY / HANSON BRENT J / EICHENBERGER JEREMY R et al. | Europäisches Patentamt | 2022

    Freier Zugriff

    ANTI-LOCK BRAKE SYSTEM FOR ALL-TERRAIN VEHICLE

    PONGO HARRY / HANSON BRENT J / EICHENBERGER JEREMY R et al. | Europäisches Patentamt | 2021

    Freier Zugriff