DocumentCode
2518160
Title
An approach to automotive ECG measurement validation using a car-integrated test framework
Author
Schneider, Johannes ; Koellner, Christian ; Heuer, Stephan
Author_Institution
Dept. of Embedded Syst. & Sensors Eng. (ESS), FZI Res. Center for Inf. Technol., Karlsruhe, Germany
fYear
2012
fDate
3-7 June 2012
Firstpage
950
Lastpage
955
Abstract
Development and integration of physiological sensors into automotive applications is gaining importance. Assistance systems which possess knowledge about the driver´s cognitive state could increase road safety. In this paper we present a flexible framework that enables the development, evaluation and verification of sensors and algorithms for automotive applications using physiological signals under realistic driving conditions. We have integrated a custom capacitive ECG measurement system into a test car and validated its performance in real world driving tests. During first test runs, the capacitive system achieved a sensitivity of up to 95.5% and a precision rate of up to 92.6%. Our system also records synchronized vehicle dynamics. We discuss the road test measurements which suggest that the driving situation highly impacts the quality of ECG signal. Therefore, information on driving dynamics could be used to improve the precision rate of future capacitive ECG measurement.
Keywords
automobiles; biosensors; cognition; control engineering computing; driver information systems; electrocardiography; medical signal processing; physiology; road safety; vehicle dynamics; ECG signal quality; assistance system; automotive ECG measurement validation; automotive application; capacitive ECG measurement system; car-integrated test framework; driver cognitive state; driving dynamics; driving situation; driving test; physiological sensor; physiological signal; realistic driving condition; road safety; road test measurement; vehicle dynamics; Acceleration; Biomedical measurements; Context; Electrocardiography; Electrodes; Sensors; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium (IV), 2012 IEEE
Conference_Location
Alcala de Henares
ISSN
1931-0587
Print_ISBN
978-1-4673-2119-8
Type
conf
DOI
10.1109/IVS.2012.6232289
Filename
6232289
Link To Document