Prediction of Drowsiness by the Vestibulo-Ocular Reflex

Abstract

A reliable predictor of drowsiness using objective measures is desirable for machine and vehicle operations in which human errors may cause fatal accidents. Presently, we have evaluated the Vestibulo-Ocular Reflex (VOR) as a possible predictor of drowsiness. The VOR is a compensatory eye movement that stabilizes retinal image during head motion, and is inevitably induced by vibration in a car running on the road. We employed an uneventful driving simulation (DS) featuring vibration stimulation to induce both drowsiness and VOR in healthy human subjects. VOR performance was characterized by gain and residual standard deviation in relation to the subjects' drowsiness. A significant decrease in VOR gain and increase in residual standard deviation accompanied subjective sleepiness, with changes in VOR performance occurring before subjects became aware of sleepiness. From this finding, we developed a reliable method (88.9%accuracy) to predict oncoming sleepiness using changes in VOR performance as a cue.