A novel method for classifying driver mental workload under naturalistic conditions with information from near-infrared spectroscopy

AS Le, H Aoki, F Murase, K Ishida - Frontiers in human neuroscience, 2018 - frontiersin.org
Driver cognitive distraction is a critical factor in road safety, and its evaluation, especially
under real conditions, presents challenges to researchers and engineers. In this study, we …

Effect of sliding window time on the classification of driver mental workload performance using near-infrared spectroscopy (NIRS)

AS Le, A Hirofumi - 2018 21st International Conference on …, 2018 - ieeexplore.ieee.org
Near-infrared spectroscopy (NIRS) is a promising solution for classifying mental workload
while driving, which is important for creating a support system and preventing traffic …