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http://dx.doi.org/10.9708/jksci.2012.17.4.075

The Motion Artifact Reduction using Periodic Moving Average Filter  

Lee, Jun-Yeon (Dept. of Media Engineering, Tongmyung University)
Publication Information
Journal of the Korea Society of Computer and Information / v.17, no.4, 2012 , pp. 75-82 More about this Journal
Abstract
The Photoplethysmogram is a similar periodic signal that synchronized to a heartbeat. In this paper, we propose a periodic moving average filter that use similarity of Photoplethysmogram. This filtering method has the average value of each samples through separating the cycle of PPG signal. If there are some motion artifacts in continuous PPG signal, disjoin the signal based on cycle. And then, we made these signals to have same cycle by coordinating the number of sample. After arrange these cycles in 2 dimension, we put the average value of each samples from starting till now. So, we can eliminate the motion artifacts without damaged PPG signal.
Keywords
Photoplethysmography; Periodic Moving Average Filter; Motion Artifact Reduction;
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1 Kirk H. Shelley, Aymen A. Awad, Robert G. Stout, David G. Silverman, "The Use of Joint Time Frequency Analysis to Quantify the Effect of Ventilation on the Pulse Oximeter Waveform." Journal of Clinical Monitoring and Computing, Vol. 20, No. 2, pp. 81-87, 2006.   DOI
2 J.H. Kang, B.H. Cho, J. Lee, Y. Chee, I.Y. Kim, S. I. Kim, "A Study on Accelerometer Based Motion Artifact Reduction in Photoplethysmography Signal." Journal of Biomedical Engineering, Vol. 28, No. 3, pp.369-376, 2007.
3 N.V. Thakor and Y.S. Zhu, "Applications of Adaptive Filtering to ECG Analysis : Noise cancellation and arrhythmia detection," IEEE Trans. Biomed. Eng, Vol.38, No.8, pp.785-794, 1991.   DOI   ScienceOn
4 H.W. Lee, "PPG Signal Processing of the Radial Pulse for Ubiquitous Healthcare System," Dept. of Electronics Engineering, Gyeongsang National Univ., Korea, pp. 23-24, 2009.
5 H.W. Lee, J.W. Lee, W.G. Jung and G.K. Lee, "The Periodic Moving Average Filter for Removing Motion Artifacts from PPG Signals," Internal Journal of Control, Automation, and System, Vol. 5, No. 6, pp.701-706, 2007.
6 D.H. Yoon, C.H. Lin, "An IMADF Algorithm for Adaptive Noise Cancelation of Biomedical Signal," Journal of IEEK, Vol. 46, No.1, pp.59-67, 2009.
7 Mark Weiser, "The computer for the twenty-first century," Scientific American, Vol.265, No. 3, pp.94-104, 1991   DOI   ScienceOn
8 M. Coen, "The future of human-computer interaction or how I learned to stop worrying and love my Intelligent Room," IEEE Intelligent Systems, Vol. 14, No. 2, pp.8-10, 1999.   DOI   ScienceOn
9 Kim Woo-Shik, Cho Hyang-Duck, "A study on the seamless monitoring over the wireless LAN and the public cellular network for a portable patient monitoring system," Journal of Biomedical Engineering Research, Vol. 22, No.1, pp. 14-21, 2006.