In a modern vehicle systems one of the main goals to achieve is driver's safety, and many sophisticated systems are made for that purpose. Vibration isolation for the vehicle seats, and at the same time for the driver, is one of the challenging problems. Parameters of the controller used for the isolation can be tuned for a different road types, making the isolation better (specially for the vehicles like dampers, tractors, field machinery, bulldozers, etc.). In this paper we propose the method where neural networks are used for road type recognition. The main goal is to obtain a good road recognition for the purpose of better vibration damping of a driver's semi active controllable seat. The recognition of a specific road type will be based on the measurable parameters of a vehicle. Discrete Fourier Transform of measurable parameters is obtained and used for the neural network learning. The dimension of the input vector, as the main parameter that decides the speed of road recognition, is varied.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Road type recognition using neural networks for vehicle seat vibration damping


    Beteiligte:
    Tanovic, O. (Autor:in) / Huseinbegovic, S. (Autor:in) / Lacevic, B. (Autor:in)


    Erscheinungsdatum :

    2008


    Format / Umfang :

    4 Seiten, 11 Quellen




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Print


    Sprache :

    Englisch




    Vibration damping device, vibration damping system and vehicle seat

    PENG CHUYAO / CHEN YUJIANG / LI XINPING et al. | Europäisches Patentamt | 2020

    Freier Zugriff

    Vibration damping device and vehicle seat provided with the vibration damping device

    SASAKI YOSHITAKA / TOKIWA YUJI / GOTO KATSUJI et al. | Europäisches Patentamt | 2019

    Freier Zugriff

    VIBRATION DAMPING DEVICE AND VEHICLE SEAT PROVIDED WITH THE VIBRATION DAMPING DEVICE

    SASAKI YOSHITAKA / TOKIWA YUJI / GOTO KATSUJI et al. | Europäisches Patentamt | 2018

    Freier Zugriff

    VIBRATION DAMPING DEVICE AND VEHICLE SEAT PROVIDED WITH THE VIBRATION DAMPING DEVICE

    SASAKI YOSHITAKA / TOKIWA YUJI / GOTO KATSUJI et al. | Europäisches Patentamt | 2018

    Freier Zugriff

    VIBRATION DAMPING DEVICE AND VEHICLE SEAT ON WHICH VIBRATION DAMPING DEVICE IS PROVIDED

    SASAKI YOSHITAKA / TOKIWA YUJI / GOTO KATSUJI et al. | Europäisches Patentamt | 2018

    Freier Zugriff