Development of driving fatigue strain index using fuzzy logic to analyze risk levels of driving activity

MF Ani, M Fukumi, S RahayuKamat… - IEEJ Transactions on …, 2019 - Wiley Online Library
The objective of this study is to develop a driving fatigue strain index using fuzzy logic to
analyze the risk levels of driving activity among road users. Driving fatigue is always related …

Regression analysis of heart rate for driving fatigue using Box-Behnken design

MS Ibrahim, SR Kamat, M Fukumi - Journal of Mechanical …, 2024 - ir.uitm.edu.my
There are few road accident studies that use heart rate as an indicator of driver fatigue. This
study offers a mathematical regression analysis to discover which independent variables …

[PDF][PDF] Development of Decision Support System via Ergonomics Approach for Driving Fatigue Detection

MF Ani, SR Kamat, M Fukumi - J. Soc. Sci. Technol. Educ, 2020 - researchgate.net
Driving operation has become more important nowadays as this method becomes practical,
faster, and cheaper to move humans from one location to another. However, driving activity …

Driver physiological parameters monitoring–initial study in real-road driving

H Radev, G Petrova, G Spasov - 2024 XXXIII International …, 2024 - ieeexplore.ieee.org
Among the human factors which contribute to road accidents and crashes special attention
deserve medical conditions, drowsiness and fatigue. Monitoring the physiological …

Development of ergonomic vehicle model and decision support system for driving fatigue

MF Ani, SR Kamat, M Fukumi, M Ito, M Minhat… - … of Symposium, 29 …, 2018 - Springer
Driving fatigue has been recognized as one of the significant contributory factors to the road
accidents and fatalities in Malaysia. The aim of this study was to develop an ergonomic …

An Investigation of Heart Rate and Oxygen Saturation Level (SpO2) in Indicating Driving Fatigue.

MS Ibrahim, SR Kamat… - Malaysian Journal of …, 2024 - search.ebscohost.com
Abstract Introduction: In Malaysia, the number of fatigue-related car accidents has increased
in frequency with fatigued drivers at a higher risk as there is a decline in their driving …

[PDF][PDF] Regression Analysis of Heart Rate to Indicate Driving Fatigue using Design Expert Software

Malaysia, like many other countries, has seen an increase in the frequency of fatigue-related
road accidents. To avoid road accidents, a reliable indicator to detect driving fatigue is …

[PDF][PDF] An Investigation of Heart Rate and Oxygen Saturation Level (SpO

MS Ibrahim, SR Kamat, S Shamsuddin, M Fukumi - medic.upm.edu.my
ABSTRACT Introduction: In Malaysia, the number of fatigue-related car accidents has
increased in frequency with fatigued drivers at a higher risk as there is a decline in their …