DocumentCode
678103
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
fYear
2013
fDate
13-16 Oct. 2013
Firstpage
4134
Lastpage
4141
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location
Manchester
Type
conf
DOI
10.1109/SMC.2013.705
Filename
6722458
Link To Document