Review of studies on emotion recognition and judgment based on physiological signals
W Lin, C Li - Applied Sciences, 2023 - mdpi.com
People's emotions play an important part in our daily life and can not only reflect
psychological and physical states, but also play a vital role in people's communication …
psychological and physical states, but also play a vital role in people's communication …
Machine learning techniques for arousal classification from electrodermal activity: A systematic review
This article introduces a systematic review on arousal classification based on electrodermal
activity (EDA) and machine learning (ML). From a first set of 284 articles searched for in six …
activity (EDA) and machine learning (ML). From a first set of 284 articles searched for in six …
Driver attention assessment using physiological measures from EEG, ECG, and EDA signals
In this paper, we consider the evaluation of the mental attention state of individuals driving in
a simulated environment. We tested a pool of subjects while driving on a highway and trying …
a simulated environment. We tested a pool of subjects while driving on a highway and trying …
[HTML][HTML] Advanced Necklace for Real-Time PPG Monitoring in Drivers
Monitoring heart rate (HR) through photoplethysmography (PPG) signals is a challenging
task due to the complexities involved, even during routine daily activities. These signals can …
task due to the complexities involved, even during routine daily activities. These signals can …
Measurement and Quantification of Stress in the Decision Process: A Model-Based Systematic Review
C Su, M Zangeneh Soroush… - Intelligent …, 2024 - spj.science.org
This systematic literature review comprehensively assesses the measurement and
quantification of decisional stress using a model-based, theory-driven approach. It adopts a …
quantification of decisional stress using a model-based, theory-driven approach. It adopts a …
Design and Realization of a Wearable Necklace for the Assessment of Driver Well-Being Through Heart Rate and Blood Oxygen Saturation Monitoring
This paper presents the design and implementation of a wearable sensor necklace for
monitoring the well-being of drivers, focusing on heart rate (HR) and blood oxygen …
monitoring the well-being of drivers, focusing on heart rate (HR) and blood oxygen …
Drivers' Mental Engagement Analysis Using Multi-Sensor Fusion Approaches Based on Deep Convolutional Neural Networks
In this paper, we present a comprehensive assessment of individuals' mental engagement
states during manual and autonomous driving scenarios using a driving simulator. Our study …
states during manual and autonomous driving scenarios using a driving simulator. Our study …
On the mismatch between measured and perceived sleep quality
Sleep quality has a significant impact on human's physical and mental well-being. While
there exist several definitions of what makes a good quantity and quality of sleep, such …
there exist several definitions of what makes a good quantity and quality of sleep, such …
Smart car system: automobile driver's stress recognition with artificial neural networks
Nowadays, the world needs safe and smart machines that can prevent human errors in
different situations. Stress is an important factor in accidents which causes the human error …
different situations. Stress is an important factor in accidents which causes the human error …
Preliminary Investigation of the Association Between Driving Pleasure and Brain Activity with Mapper-based Topological Data Analysis
This study explores the factors contributing to driving pleasure by analyzing multimodal data,
including physiological, behavioral, and psychological measures. The Mapper method is …
including physiological, behavioral, and psychological measures. The Mapper method is …