This paper describes the classification algorithm of the driving steering intention based on brain-computer interface (BCI) using electroencephalogram (EEG). The classification algorithm of the driving steering intention was examined and developed. Experiments were conducted with 3 able-bodied subjects using driving simulator (DS). The drivers were instructed to operate the vehicle according to the series of three kinds of instructions (right steer, left steer, and straight running). Those instructions were given to the subject with random order, after the operation trigger had been signaled. The off-line analytical result shows that the driver's steering intention can be classified at the averaged probability of about 80%.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Classification of Driver Steering Intention Based on Brain-Computer Interface Using Electroencephalogram


    Additional title:

    Sae Technical Papers


    Contributors:

    Conference:

    Asia Pacific Automotive Engineering Conference ; 2007



    Publication date :

    2007-08-05




    Type of media :

    Conference paper


    Type of material :

    Print


    Language :

    English




    Classification of driver steering intention based on brain-computer interface using electroencephalogram

    Ikenishi,T. / Kamada,T. / Nagai,M. et al. | Automotive engineering | 2007


    Classification of Driver Steering Intention Based on Brain-Computer Interface Using Electroencephalogram

    Ikenishi, T. / Kamada, T. / Nagai, M. et al. | British Library Conference Proceedings | 2007


    Estimation of Driver Steering Intention based on Brain-Computer Interface using Electroencephalogram

    Ikenishi, T. / Machida, Y. / Kamada, T. et al. | British Library Online Contents | 2008


    Estimation of Driver Steering Intention Based on Brain-Computer Interface Using Electroencephalogram

    Ikenishi, T. / Machida, T / Kamada, T. et al. | British Library Conference Proceedings | 2008


    Classification of driver steering intention at the vehicle running using electroencephalogram

    Ikenishi, Toshihito / Machida, Yutaka / Kamada, Takayoshi et al. | Tema Archive | 2008