KIEE - The Transactions of the Korean Institute of Electrical Engineers

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The Transactions of the Korean Institute of Electrical Engineers

The Transactions of the Korean Institute of Electrical Engineers

ISO Journal TitleTrans. Korean. Inst. Elect. Eng.

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Title	Low Complexity Heart Rate Estimation Algorithm for Wearable Device
Authors	백현재(Hyun Jae Baek) ; 조재걸(Jaegeol Cho)
DOI	http://doi.org/10.5370/KIEE.2018.67.5.675
Page	pp.675-679
ISSN	1975-8359
Keywords	Photoplethysmography(PPG) ; Motion artifact ; Heart rate monitor ; Adaptive filter
Abstract	A novel heart rate estimation algorithm is presented based on normalized least-mean-square (NLMS) algorithm. This paper presented a three-step processing scheme for estimating heart rate from PPG signal with motion artifacts. The proposed active noise cancellation algorithm has low computational complexity compared to the NLMS algorithm. Experimental results show that the proposed algorithms perform similar with the previous algorithm under motion artifact noises.

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