Physiological-based driver monitoring systems: A scoping review

SFA Razak, S Yogarayan, AA Aziz… - Civil Engineering …, 2022 - civilejournal.org
A physiological-based driver monitoring system (DMS) has attracted research interest and
has great potential for providing more accurate and reliable monitoring of the driver's state …

A focused review on the flexible wearable sensors for sports: From kinematics to physiologies

L Liu, X Zhang - Micromachines, 2022 - mdpi.com
As an important branch of wearable electronics, highly flexible and wearable sensors are
gaining huge attention due to their emerging applications. In recent years, the participation …

ECG-Based Real-Time Drivers' Fatigue Detection Using A Novel Elastic Dry Electrode

F Wang, W Yao, B Lu, R Fu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In view of the complicated placement process of wet electrodes used for driving fatigue
detection based on electrocardiogram (ECG) characteristics, this study proposed a novel …

An Electrocardiogram-Based Driver Stress Detection Scheme Using Ensembled Multiscale Classifier

Y Wei, CK Wu, KF Tsang - IEEE Transactions on Consumer …, 2024 - ieeexplore.ieee.org
Improving driving safety is the key to reducing traffic accidents caused by human factors
such as cognitive errors, judgment errors, slow emergency response, etc. Studies have …

A Review on Intelligent Systems for ECG Analysis: from Flexible Sensing Technology to Machine Learning

TMC Pereira, R Sebastiao… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
This paper conducts an extensive review of flexible cardiac sensing devices designed for
electrocardiogram (ECG) acquisitions, with emphasis on their application in cardiac health …

Monitoring Physiological State of Drivers Using In-Vehicle Sensing of Non-Invasive Signal

SFA Razak, SNMS Ismail, BHB Bin… - Civil Engineering …, 2024 - civilejournal.org
Eighty percent of traffic accidents are caused by human error, called hypo vigilance,
stemming from drowsiness, stress, or distraction while driving. This poses a significant threat …

Robust in-vehicle heartbeat detection using multimodal signal fusion

JM Warnecke, J Lasenby, TM Deserno - Scientific Reports, 2023 - nature.com
A medical check-up during driving enables the early detection of diseases. Heartbeat
irregularities indicate possible cardiovascular diseases, which can be determined with …

Classifying Driver Distraction with Textile Electrocardiograms

K Pavan, VS Roha, T Igasaki… - 2024 46th Annual …, 2024 - ieeexplore.ieee.org
Textile sensor-based vital sign assessment plays an important role in continuous monitoring
due to its unobtrusive and non-invasiveness. Textile electrocardiography (ECG) sensors …

On the recognition of the game type based on physiological signals and eye tracking

Ł Czekaj, Ł Radzinski, M Kolimaga… - arXiv preprint arXiv …, 2023 - arxiv.org
Automated interpretation of signals yields many impressive applications from the area of
affective computing and human activity recognition (HAR). In this paper we ask the question …

Combining vehicle BUS and vital sign sensors for continuous health monitoring during driving: Concept and first results

TM Deserno, JM Warnecke… - 2022 International …, 2022 - ieeexplore.ieee.org
Continuous health monitoring is the key to change the paradigm in medicine from
diagnostics & therapy to prediction and prevention. As humans, on average, spend about 1 …