Driver fatigue is a significant cause of road fatalities all over the world. Preventive measures do not seem to alleviate this situation thus far. With the aim of advancing the field towards possible solutions to this problem, this work examines the value of psychophysiological variables to predict the quality of driving performance under fatigue.
This study was conducted with sleep deprived subjects performing a simulated driving task. Driving performance was analyzed in epochs and classified to represent accurate, unstable or deficient states of driving. EEG band powers, eye blink activity...