Browse > Article
http://dx.doi.org/10.9708/jksci.2014.19.2.101

Design of Filter to Reject Motion Artifacts of PPG Signal Using Multiwave Optical Source  

Park, Heejung (Dept. of Medical Engineering, Andong Science College)
Nam, Jaehyun (Dept. of Nursing, Andong Science College)
Lee, Juwon (Dept. of Medical Engineering, Andong Science College)
Publication Information
Journal of the Korea Society of Computer and Information / v.19, no.2, 2014 , pp. 101-107 More about this Journal
Abstract
This study is proposed the novel PPG sensor device and the signal processing method to replace the acceleration sensor that is used to reject motion artifacts contained in photoplethysmography(PPG). The proposed method is to reject motion artifacts by an adaptive filter based on the estimated motion artifact by using a blue LED light. To evaluate the performance of the proposed method experimentally, We did design a novel sensor consisted of blue/red LEDs and photo-sensor and implemented, and then rejected the motion artifacts by using an adaptive filter and the implemented sensor. In the results of the experiments, it is shown that the proposed sensor device and signal processing can reconstruct the PPG signal despite the occurrence of motion artifacts, and also that the SNR was 4.5 times of moving average filter. According to the experimental results, the proposed method can be applied to design a low-cost device.
Keywords
Mobile-Healthcare; Telemedicine; Adaptive filter; Motion artifacts; Photoplethysmograph(PPG); Photosensor;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 Wan-Young Chung, S. Bhardwaj, A. Purwar, Dae-Seok Lee, R. Myllylae, "A Fusion Health Monitoring Using ECG and Accelerometer sensors for Elderly Persons at Home", Proceeding of Engineering in Medicine and Biology Society, 29th Annual International Conference of the IEEE, Issue 22-26, pp. 3818- 3821, Aug, 2007.
2 Yoon, G., Lee, J. Y., Jeon, K. J., et all, "Development of a compact home health monitor for telemedicine", Telemed. J. E. Health, Vol. 11, Issue6, pp. 660-667, January, 2005.   DOI   ScienceOn
3 M. Folke, L. Cernerud, M. Ekstrom, B. Hok, "Critical review of non-invasive respiratory monitoring in medical care", Medical & Biological Engineering & Computing, Vol. 41, Issue 4, pp.377-383, July, 2003.   DOI   ScienceOn
4 J. Muhlsteff, O. Such, R. Schmidt, M. Perkuhn, H. Reiter, et al, "Wearable approach for continuous ECG and activity patient-monitoring", Engineering in Medicine and Biology Society, 26th Annual International Conference of the IEEE, Volume 1, Issue 1-5, pp. 2184 - 2187, Sept. 2004.
5 Ram, M.R., Madhav, K,V., Krishna ,E.H., "A Novel Approach for Motion Artifact Reduction in PPG Signals Based on AS-LMS Adaptive Filter", IEEE Transactions on Instrumentation and Measurement, Vol. 61, Issue 5, pp. 1445-1457, May, 2012.   DOI   ScienceOn
6 Boreom Lee, Jonghee Han, Hyun Jae Baek, Jae Hyuk Shin, Kwang Suk Park, Won Jin Yi, "Improved elimination of motion artifacts from a photoplethysmographic signal using a Kalman smoother with simultaneous accelerometry", Physiological Measurement, Vol. 31, No. 12, pp.1585-1603, October, 2010.   DOI   ScienceOn
7 Han-Wook Lee, Ju-Won Lee, Won-Geun Jung, and Gun-Ki Lee, "The Periodic Moving Average Filter for Removing Motion Artifacts from PPG Signals", International Journal of Control, Automation, and Systems, vol. 5, no. 6, pp. 701-706, December, 2007.
8 I. Brown and A. A. Adams, "The ethical challenges of ubiquitous healthcare", International Review of Information Ethics, Vol. 8, No. 12, pp. 53-60, 2007.
9 J. W. Lee, W. G. Jung, G. K. Lee, et all, "Design of filter to reject motion artifact of pulse oximetry", Computer Standards & Interfaces, Vol. 26, Issue 3, pp. 241-249, May, 2004.   DOI   ScienceOn
10 Simon O. Haykin, "Adaptive Filter Theory", Prentice Hall, pp. 365-372, 2002.
11 Daniel Barolet, "Light-Emitting Diodes (LEDs) in Dermatology", Seminars In Cutaneous Medicine and Surgery, Vol. 27, No. 4, pp. 227-238, Dec., 2008.
12 Ju-Won Lee, Jae-Hyun Nam, "Design of Filter to Reject Motion Artifacts of PPG Signal by Using Two Photosensors", J. lnf. Commun. Converg. Eng. Vol. 10, No. 1, pp. 91-95, Mar. 2012.