Related Experiment Video
Updated: Jun 13, 2025

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
Published on: June 16, 2018
IoT-Based Assessment of a Driver's Stress Level
Veronica Mattioli1,2, Luca Davoli2, Laura Belli2
1Multimedia Laboratory, Department of Engineering and Architecture, University of Parma, 43124 Parma, Italy.
This study introduces an innovative in-vehicle system using wearable sensors and thermal cameras to monitor driver stress levels. The system effectively estimates driver arousal, enhancing road safety through advanced psycho-physiological assessment.
Area of Science:
- Human-Computer Interaction
- Automotive Safety
- Biomedical Engineering
Background:
- Driver Monitoring Systems (DMSs) are crucial for preventing road accidents by detecting driving anomalies.
- Driver stress and workload can be influenced by traffic and road conditions, impacting psycho-physiological status.
- There is a need for advanced monitoring systems that incorporate psycho-physiological driver aspects.
Purpose of the Study:
- To propose a novel in-vehicle Internet of Things (IoT)-oriented monitoring system for assessing driver stress.
- To estimate the driver's arousal level, a key psycho-physiological response to driving tasks.
- To develop an adaptable and effective system for real-time driver monitoring.
Main Methods:
- Utilizing a wearable sensorized bodice and a thermal camera for data collection.
- Extracting physiological parameters such as heart rate and skin temperature.
- Employing innovative algorithms for processing and analyzing collected driver and vehicle data.
Main Results:
- Experimental results were obtained from both simulated and real driving scenarios.
- The proposed system demonstrated adaptability and efficacy in assessing driver stress levels.
- Physiological data successfully correlated with driver arousal during driving tasks.
Conclusions:
- The developed IoT-oriented system effectively monitors driver stress using physiological data.
- The system shows promise for integration into future automotive safety technologies.
- Advanced psycho-physiological monitoring can significantly contribute to preventing hazardous driving events.
Related Concept Videos
Psychological Responses to Stress
Exercise Stress Test
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes
Introduction to Stress and Lifestyle
Stress: General Loading Conditions
The shearing force, possessing potential directionality within the plane of the section, is simplified into two component forces running parallel to the x and y axes....
Lazarus's Cognitive Appraisal Theory
Primary Appraisal:...
Stress and Mental Health
Individuals with depression often experience challenges in both their personal and professional...

