• DocumentCode
    3728443
  • Title

    Brain Correlates of Lane Changing Reaction Time in Simulated Driving

  • Author

    Huaijian Zhang;Ricardo Chavarriaga;Lucian Gheorghe;Jos? Del R. Mill?n

  • Author_Institution
    Center for Neuroprosthetics, Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
  • fYear
    2015
  • Firstpage
    3158
  • Lastpage
    3163
  • Abstract
    Psychophysical studies have reported correlation between neural activity in frontal and parietal areas and subject´s reaction time in simple tasks. Here we study whether similar correlates can also be identified in driver´s electroencephalography (EEG) activity when they perform steering actions triggered by exogenous stimuli (e.g. Obstacles along the road). We report analysis of the EEG signals of fifteen subjects while they drive in a realistic car simulator. We found that the peak latency of the event-related potentials in frontal and parietal areas significantly correlates with the onset of the steering behavior. Similarly, modulations of the power in the theta band (4-8 Hz) prior to the action also correlates with the reaction times. These results provide evidence of reliable neural markers of the driver´s response variability.
  • Keywords
    "Correlation","Electroencephalography","Electrodes","Protocols","Modulation","Roads","Vehicles"
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/SMC.2015.548
  • Filename
    7379680