Title :
Motion artifact cancellation and outlier rejection for clip-type ppg-based heart rate sensor
Author :
Takunori Shimazaki;Shinsuke Hara;Hiroyuki Okuhata;Hajime Nakamura;Takashi Kawabata
Author_Institution :
Graduate School of Engineering, Osaka City University, 3-3-138, Sugimoto, Sumiyoshi-ku, 558-8585, Japan
Abstract :
Heart rate sensing can be used to not only understand exercise intensity but also detect life-critical condition during sports activities. To reduce stress during exercise and attach heart rate sensor easily, we developed a clip-type photoplethysmography (PPG)-based heart rate sensor. The sensor can be attached just by hanging it to the waist part of undershorts, and furthermore, it employs the motion artifact (MA) cancellation technique. However, due to its low contact pressure, sudden jumps and drops, which are called “outliers,” are often observed in the sensed heart rate, so we also developed a simple outlier rejection technique. By an experiment using five male subjects (4 sets per subject), we confirmed the MA cancellation and outlier rejection capabilities.
Keywords :
"Heart rate","Skin","Sensors","Light emitting diodes","Monitoring","Biomedical monitoring"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7318784