[PDF][PDF] ECG 기반의운전자별인지부하평가방법개발

홍원기, 이원섭, 정기효, 이백희, 박장운… - 대한산업공 …, 2014 - researchgate.net
High cognitive workload decreases a driver's ability of judgement and response in traffic
situation and could result in a traffic accident. Electrocardiography (ECG) has been used for …

Real-time evaluation of driver cognitive loads based on multivariate biosignal analysis

T Shimizu, K Shima, T Mukaeda… - … on Systems, Man …, 2020 - ieeexplore.ieee.org
Reduced attentional capacity caused by increased mental workload (MWL) among drivers
can cause traffic accidents. Against this background, a method for effective MWL evaluation …

Driver workload characteristics analysis using EEG data from an urban road

HS Kim, Y Hwang, D Yoon, W Choi… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The main cause of traffic accidents is drivers' human errors such as cognitive, judgment, and
execution errors. To mitigate drivers' human errors, research on the measurement and …

Estimation of driver's mental workload using visual information and heart rate variability

E Kawakita, M Itoh, K Oguri - 13th international IEEE …, 2010 - ieeexplore.ieee.org
Most of the traffic accidents have been caused by driver's inattention. Therefore, driver
monitoring is one of the most important challenges in order to prevent traffic accidents. Some …

Analyzing cognitive load measurements of the truck drivers to determine transportation routes and improve safety driving: a review study

A Sudiarno, AMD Ma'arij, IP Tama… - Automotive …, 2023 - journal.unimma.ac.id
As part of the Supply Chain (SC), oftentimes Land Logistic Driver (LLD) are held by various
uncontrollable occurrences from the surroundings. This caused the cognitive load of the …

Analysis and detection of cognitive load and frustration in drivers' speech

H Boril, S Omid Sadjadi, T Kleinschmidt… - Proceedings of the …, 2010 - eprints.qut.edu.au
Non-driving related cognitive load and variations of emotional state may impact a driver's
capability to control a vehicle and introduces driving errors. Availability of reliable cognitive …

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 …

[PDF][PDF] UTDrive: Emotion and cognitive load classification for in-vehicle scenarios

H Boril, SO Sadjadi, JHL Hansen - The 5th Biennial workshop on …, 2011 - researchgate.net
Emotions and non-driving related cognitive tasks affect a driver's control over a vehicle and
may result in driving errors and traffic accidents. Presence of a monitoring device that would …

The association between physiological and eye-tracking metrics and cognitive load in drivers: A meta-analysis

A Wang, C Huang, J Wang, D He - … Research Part F: Traffic Psychology and …, 2024 - Elsevier
Driving performance can be impaired by a high cognitive load of drivers. Thus, it is important
to estimate drivers' cognitive load. Although physiological and eye-tracking metrics have …

High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified N-Back Task

D He, B Donmez, CC Liu… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper explores the influence of high cognitive load on vehicle driver's
electroencephalography (EEG) signals collected from two channels (Fp1, Fp2) using a …