TY  - JOUR
PY  - 2013//
TI  - Steering timing prediction in a driving simulator task
JO  - Conference proceedings - IEEE engineering in medicine and biology society
A1  - Gheorghe, Lucian
A1  - Chavarriaga, Ricardo
A1  - Millan, Jose Del R.
SP  - 6913
EP  - 6916
VL  - 2013
IS  - 
N2  - In 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.<p /> <p>Language: en</p>
LA  - en
SN  - 1557-170X
UR  - http://dx.doi.org/10.1109/EMBC.2013.6611147
ID  - ref1
ER  -