Heart Rate Monitoring Using Motion Artifact Modeling with MISO Filters
![]() |
Kim, Sunho
(School of Electronic Engineering, Soongsil University)
Lee, Jungsub (School of Electronic Engineering, Soongsil University) Kang, Hyunil (School of Electronic Engineering, Soongsil University) Ohn, Baeksan (School of Electronic Engineering, Soongsil University) Baek, Gyehyun (School of Electronic Engineering, Soongsil University) Jung, Minkyu (School of Electronic Engineering, Soongsil University) Im, Sungbin (School of Electronic Engineering, Soongsil University) |
1 | J. Allen, "Photoplethysmography and its application in clinical physiological measurement," Physiol. Meas., vol. 28, no. 3, pp. R1-R39, 2007. DOI ScienceOn |
2 | Z. Zhang, Z. Pi, and B. Liu, "TROIKA: A General Framework for Heart Rate Monitoring Using Wrist-Type PPG Signals During Intensive Physical Exercise," IEEE Trans. Biomed. Eng., vol. 62, no. 2, pp. 522-531, 2015. DOI ScienceOn |
3 | B. Kim and S. Yoo, "Motion artifact reduction in photoplethysmography using independent component analysis," IEEE Trans. Biomed. Eng., vol. 53, no. 3, pp. 566-568, Mar. 2006., May 1997. DOI ScienceOn |
4 | B. Lee, J. Han, H. Baek, J. Shin, K. Park, and W. Yi, "Improved elimination of motion artifacts from a photoplethysmographic signal using a Kalman smoother with simultaneous accelerometry," Phys. Meas., vol. 31, no. 12, pp. 1585-1603, 2010. DOI ScienceOn |
5 | S. Haykin, Adaptive Filter Theory, Pearson/Prentice Hall Upper Saddle River, NJ, 1996. |
6 | R. Schmidt, "Multiple emitter Location and signal parameter estimation," IEEE Trans. Antennas and Propag., vol. 34, no. 3, pp. 276-280, 1986. DOI |
7 | P. Stoica and R. Moses, Spectral Analysis of Signals, Pearson/Prentice Hall Upper Saddle River, NJ, 2005. |
8 | D. Altman and J. Bland, "Measurement in medicine: the analysis of method comparison studies." The Statistician, vol. 32, pp. 307-317, 1983. DOI ScienceOn |
![]() |