DocumentCode :
2422333
Title :
Pulse wave sensor for non-intrusive driver´s drowsiness detection
Author :
Hu, Shan ; Bowlds, Ryan L. ; Gu, Ye ; Yu, Xun
Author_Institution :
Univ. of Minnesota, Duluth, MN, USA
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
2312
Lastpage :
2315
Abstract :
This research proposes a PVDF film pulse wave sensor for use in driver´s drowsiness detection. The sensor non-intrusively measures heart pulse wave from driver´s palm and an adaptive filter is employed to cancel the measurement noise aroused by the changing of gripping force. Experimental results show clear pulse wave signals can be obtained. Two-hour driving simulation is performed for drowsiness detection tests. The low frequency to high frequency (LF/HF ratio) is calculated from power spectrum density (PSD) of subjects´ heart rate time series. The LF/HF ratio shows decreasing trends as subjects go from awake to drowsy.
Keywords :
adaptive filters; electrocardiography; patient monitoring; polymer films; thin film sensors; PVDF film; aapulse wave sensor; adaptive filter; driving simulation; gripping force; heart pulse wave; nonintrusive driver drowsiness detection; power spectrum density; Accidents, Traffic; Artifacts; Automobile Driving; Computer Simulation; Electrocardiography; Equipment Design; Heart Rate; Humans; Monitoring, Ambulatory; Monitoring, Physiologic; Motor Activity; Pulse; Signal Processing, Computer-Assisted; Wakefulness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5335036
Filename :
5335036
Link To Document :
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