Steering Timing Prediction in a Driving Simulator Task

Gheorghe, Lucian AndreiChavarriaga, RicardoMillán, José del R.2013-08-222013-08-222013-08-22201310.1109/EMBC.2013.6611147https://infoscience.epfl.ch/handle/20.500.14299/94235In this paper we present the preliminary results of a pioneering attempt to predict the timing of steering actions in a driving task from non-invasive EEG measurements. The experiment took place with the subjects driving a car at a constant speed on a simulated highway in a driving simulator. The EEG activity was analyzed during periods of straight driving and during lane change actions. Classifiers were built on the signals recorded over the motor areas for straight and pre-steering periods. The onset of the steering actions was detected on average 811ms before the action with a 74.6% true positive rate.[CNBI-NISSAN]Steering Timing Prediction in a Driving Simulator Tasktext::conference output::conference proceedings::conference paper