Title :
Road dependent driver eye movements under real driving conditions by electrooculography
Author :
Ebrahim, Parisa ; Stolzmann, Wolfgang ; Bin Yang
Author_Institution :
Daimler AG, Boblingen, Germany
Abstract :
Electrooculography (EOG) as a tool to measure the driver eye movements allows us to distinguish between drowsiness- or distraction-related and driving situation dependent eye movements. Thus, an experiment under fully controlled conditions is carried out to study the relationship between driver eye movements and different real driving scenarios. In this experiment, unwanted head vibrations within EOG signals and the sawtooth pattern (optokinetic nystagmus, OKN) of eyes are realized as situation dependent eye movements. The former occurs due to ground excitation and the latter during small radius (50m) curve negotiation. The statistical investigation expresses a significant variation of EOG due to unwanted head vibrations. Moreover, an analytical model is developed to explain the possible relationship of OKN and tangent point of the curve. The developed model is validated against the real data on a high curvature track.
Keywords :
biomechanics; biomedical measurement; electro-oculography; geometry; health and safety; medical disorders; medical signal processing; pattern recognition; physiological models; road safety; roads; statistical analysis; vibrations; EOG measurement tool; EOG signal unwanted head vibrations; EOG significant statistical variation; OKN-track curve tangent point relation; analytical model; distraction-related and driving; driving radius curve negotiation; drowsiness-related driving; electrooculography; eye OKN; ground excitatio; high curvature track; optokinetic nystagmus; real driving conditions; road dependent driver eye movements; sawtooth pattern; situation dependent eye movements; size 50 m; statistical investigation; Electrodes; Electrooculography; Monitoring; Roads; Tracking; Vehicles; Vibrations; EOG; Eye movements; OKN; curve driving; driver monitoring; saccade;
Conference_Titel :
Communications, Signal Processing, and their Applications (ICCSPA), 2013 1st International Conference on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4673-2820-3
DOI :
10.1109/ICCSPA.2013.6487308