DocumentCode :
140070
Title :
Cancellation of motion artifact induced by exercise for PPG-based heart rate sensing
Author :
Shimazaki, Takunori ; Hara, Satoshi ; Okuhata, Hiroyuki ; Nakamura, Hajime ; Kawabata, Tsutomu
Author_Institution :
Grad. Sch. of Eng., Osaka City Univ., Osaka, Japan
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
3216
Lastpage :
3219
Abstract :
Heart rate (HR) sensing during exercise is essential for medical, healthcare and sport physiological purposes. Photo-Plethysmo-Graphy (PPG) is a simple and non-invasive technique for HR sensing, but it is highly sensitive to motion artifact. This paper proposes a cancellation technique of motion artifact in PPG-based HR sensing for a man during exercise. The canceller is equipped with two sensors; one is a normal PPG sensor where an LED/Photo-Detector (PD) contacts the skin to detect Blood Volume Pulse (BVP) (+motion artifact) and the other is a motion artifact sensor where an LED/PD does not contact the skin to detect only motion artifact. Experimental results show that the proposed technique, which is implemented in adaptive algorithms, can sense HR correctly by cancelling motion artifact induced by exercises such as running and jumping.
Keywords :
biomechanics; cardiology; health care; light emitting diodes; medical signal detection; photodetectors; photoplethysmography; signal denoising; sport; BVP; Blood Volume Pulse; LED/PD; LED/PhotoDetector; PPG-based HR sensing; PPG-based heart rate sensing; adaptive algorithm; cancellation technique; canceller; exercise; healthcare purposes; jumping; medical purposes; motion artifact cancellation; motion artifact detection; motion artifact sensor; noninvasive technique; normal PPG sensor; photoplethysmography; running; simple technique; skin; sport physiological purposes; Heart rate; Legged locomotion; Light emitting diodes; Monitoring; Sensors; Signal processing algorithms; Skin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944307
Filename :
6944307
Link To Document :
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