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A Physiological Sensor-Based Android Application Synchronized with a Driving Simulator for Driver Monitoring
David González-Ortega1, Francisco Javier Díaz-Pernas2, Mario Martínez-Zarzuela3
1Department of Signal Theory, Communications and Telematics Engineering, Telecommunications Engineering School, University of Valladolid, 47011 Valladolid, Spain. davgon@tel.uva.es.
This study introduces an Android app for monitoring physiological sensors during simulated driving. The app correlates driver physiological data with driving performance, revealing significant links between gyroscope data and traffic offenses.
Area of Science:
- Biomedical Engineering
- Human-Computer Interaction
- Transportation Safety
Background:
- Monitoring driver physiological states is crucial for understanding driving performance and safety.
- Existing methods often lack real-time, integrated physiological data collection during driving simulations.
- The Shimmer platform offers multi-sensor physiological data acquisition.
Purpose of the Study:
- To develop and validate an Android application for controlling and synchronizing Shimmer physiological sensors with a driving simulator.
- To analyze the relationship between driver physiological responses and driving performance metrics.
- To explore the potential applications of this integrated system in various user groups.
Main Methods:
- Development of a synchronized Android application and a Unity-based driving simulator.
- Integration of Shimmer platform sensors: ECG, EMG, GSR, accelerometer, magnetometer, and gyroscope.
- Data collection from 25 participants, analyzing correlations between physiological signals and driving data.
- Testing across various sampling rates and Android devices.
Main Results:
- Successful synchronization of the Android app with the driving simulator.
- Significant correlations identified between a gyroscope-based feature and vehicle data, including traffic offenses.
- Demonstrated ability to process, visualize, and store multiple physiological signals.
Conclusions:
- The developed Android application effectively integrates physiological monitoring with driving simulation.
- The system provides valuable insights into the relationship between physiological states and driving behavior.
- The application has potential for broader use in healthcare and sports science.
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