Title :
Analysis of Brain Activity during VR-Based Driving Using Near-Infrared Spectroscopy
Author :
Watanuki, Keiichi ; Hirayama, Katsutoshi ; Kaede, Kazunori
Author_Institution :
Grad. Sch. of Sci. & Eng., Saitama Univ., Saitama, Japan
Abstract :
Driving assist systems, which are based on biological information, have been investigated in recent years. In this paper, we measured brain activity during simulated driving using near-infrared spectroscopy. Driving is a complex behavior that requires multiple cognitive elements. Therefore, we conducted two experiments to monitor driving behavior in an unvarying road environment and a road environment including an intersection. In the first experiment, the concentration of oxygenated hemoglobin (oxy-Hb) in the prefrontal cortex changed slightly during driving in an unvarying road environment. However, oxy-Hb in the prefrontal cortex increased significantly in a situation in which the subject was unsettled by unexpected vehicle behavior. In the second experiment, oxy-Hb decreased in the prefrontal cortex during driving that required more in-depth thinking, and this decrease in oxy-Hb was associated with the complexity of thinking. Our results demonstrate that the depth of thinking during driving is responsible for changes in oxy-Hb concentration in the prefrontal cortex.
Keywords :
behavioural sciences computing; biochemistry; brain; cognition; driver information systems; infrared spectra; molecular biophysics; neurophysiology; proteins; virtual reality; VR-based driving; biological information; brain activity analysis; cognitive elements; driving assist systems; driving behavior monitoring; in-depth thinking; near-infrared spectroscopy; oxy-Hb concentration; oxygenated hemoglobin concentration; prefrontal cortex; simulated driving; unexpected vehicle behavior; unvarying road environment; Acceleration; Brain; Cognition; Educational institutions; Position measurement; Pressing; Vehicles; brain activity; driving behavior; driving simulator; near-infrared spectroscopy;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
DOI :
10.1109/SMC.2013.705