ECG sensor for detection of driver's drowsiness
- Fatigue and drowsiness are responsible for a significant percentage of road traffic accidents. There are several approaches to monitor the driver's drowsiness, ranging from the driver's steering behavior to the analysis of the driver, e.g. eye tracking, blinking, yawning, or electrocardiogram (ECG). This paper describes the development of a low-cost ECG sensor to derive heart rate variability (HRV) data for drowsiness detection. The work includes hardware and software design. The hardware was implemented on a printed circuit board (PCB) designed so that the board can be used as an extension shield for an Arduino. The PCB contains a double, inverted ECG channel including low-pass filtering and provides two analog outputs to the Arduino, which combines them and performs the analog-to-digital conversion. The digital ECG signal is transferred to an NVidia embedded PC where the processing takes place, including QRS-complex, heart rate, and HRV detection as well as visualization features. The resulting compact sensor provides good results in the extraction of the main ECG parameters. The sensor is being used in a larger frame, where facial-recognition-based drowsiness detection is combined with ECG-based detection to improve the recognition rate under unfavorable light or occlusion conditions.
Author of HS Reutlingen | Gromer, Markus; Salb, David; Walzer, Thomas; Martínez Madrid, Natividad |
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URN: | urn:nbn:de:bsz:rt2-opus4-25031 |
DOI: | https://doi.org/10.1016/j.procs.2019.09.366 |
ISSN: | 1877-0509 |
Erschienen in: | Procedia computer science |
Publisher: | Elsevier |
Place of publication: | Amsterdam |
Document Type: | Journal article |
Language: | English |
Publication year: | 2019 |
Tag: | ECG; automative; biomedical signal capturing; drowsiness; sleep |
Volume: | 159 |
Page Number: | 9 |
First Page: | 1938 |
Last Page: | 1946 |
DDC classes: | 004 Informatik |
Open access?: | Ja |
Licence (German): | Creative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International |