Browse > Article
http://dx.doi.org/10.7840/kics.2013.38C.12.1085

Noise-Robust Algorithm for PPG Signal Measurement  

Kim, Minho (울산대학교 전기공학부)
Kim, Taewook (울산대학교 전기공학부)
Jang, Sunghwan (울산대학교 전기공학부)
Ban, Dahee (울산대학교 전기공학부)
Min, Byungseok (삼성전자)
Kwon, Sungoh (울산대학교 전기공학부)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.38C, no.12, 2013 , pp. 1085-1094 More about this Journal
Abstract
In this paper, we propose a methods to eliminate PPG sensor noise resulted from user motion during measurement. Measured PPG signals require approperiate signal processing methods since various types of noises such as a motion noise by user movement and signal noises occurred from the change of measuring environments. This paper suggests a signal processing method that eliminates motion noises by measuring several PPG channels that are based on the stable patterns of the practical users. The PPG signals are measured by the two channels in this experiment. When the individual error rates are 20%, the proposed algorithm reduces the errors to 9.56%.
Keywords
PPG; Movement noise; Noise-robust algorithm;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
연도 인용수 순위
1 H. S. Park, D. S. Lee, and S. I. Kim, "Detection of epileptiform activities in the EEG using Wavelet and Neural Network," J. Inst. Electron. Eng. Korea (IEEK), vol. 35, no. 2, pp. 218-226, Feb. 1998.
2 D. Oh, B. Min, S. Kwon, and H. Kim, "Effective PPG signal processing method for detecting emotional stimulus," J. Korea Inform. Commun. Soc. (KICS), vol. 37, no. 5, pp. 393-402, May. 2012.   과학기술학회마을   DOI   ScienceOn
3 J. S. Kim, H. K. Kim, H. Jeong K. H. Kim, S. H. Im, and W. H. Son, "Human-computer interface based on bio-signal," Electron. Commun. Trends, vol. 20, no. 4, pp. 67-81, Aug. 2005.   과학기술학회마을
4 S. S. Shin, J. H. Kang, and S. H. Kim, "Detection of ECG characteristec Points for Heart Disease Diagnosis," Proc. Korea Infom. Sci. Soc. (KISS) Fall Conf. 2002, vol. 29, no. 2, pp. 199-201. Oct. 2002.
5 J. Y. Cha, H. S. Choi, J. Y. Shin, and K. J. Lee, "Unconstrained detection of Heart Rate and Respiration using PPG sensor," in Proc. Conf. Inform. Control Syst. (CICS 2008), pp. 482-483, Hoengseong, Korea, Oct. 2008.
6 J. Allen, "Photoplethysmography and its application in clinical physiological measurement," Physiological Measurement, vol. 28, no. 3, pp. 1-39, Feb. 2007.   DOI   ScienceOn
7 J. W. Lim and E. K. Kim, "Noise reduction by filter improvement in mixed noise image," J. Inst. Electron. Eng. Korea (IEEK), vol. 50, no. 5, pp. 231-241, May 2013.   과학기술학회마을   DOI   ScienceOn
8 J. Lee, Y. J. Woo, Y. J. Jeon, Y. J. Lee, and J. Y. Kim "Moving artefacts detection system for a pulse diagnosis system," J. Inst. Electron. Eng. Korea (IEEK), vol. 45, no. 5, pp. 21-27, Sep. 2008.   과학기술학회마을
9 H. K. Lee, J. H. Lee, J. W. Park, J. Lee, and K. J. Lee, "Detection of heartbeat in PPG signals mixed with various hand motion," in Proc. Conf. Inform. Control Syst. (CICS), pp. 233-234, Ansung, Korea, Apr. 2012.
10 H. Lee, J. Lee, W. Jeong, J. Jun, and G. Lee, "Motion artifacts reduction from the PPG based on the improved PMAF for the U-Healthcare system," J. Inst. Electron. Eng. Korea (IEEK), vol. 45, no. 5, pp. 28-34, Sep. 2008.   과학기술학회마을
11 P. K. Kim and C. B. Ahn, "Algorithm of the detection of the feature points using distributed feature points of the second derivative of photoplethysmogram waveform," in Proc. Inst. Electron. Eng. Korea (IEEK) Summer Conf., pp. 1988-1989, Muju, Korea, July 2009.
12 A. V. Oppenheim and R. W. Schafer, Discrete-time Signal Processing, Prentice-Hall, 1989.
13 Y. Iketani, T. Iketane, K. Tanakawa, and M. Murata, "Second derivative of photoplethysmogram in children and young people," Japanese Circulation J., vol. 64, no. 2, pp. 110-116, Feb. 2000.   DOI   ScienceOn
14 J. Hashimoto, D. Watabe, A. Kimura, H. Takahashi, T. Ohkubo, K. Totsune, and Y. Imai, "Determinants of the second derivative of the finger photoplethysmogram and brachial-ankle pulse-Wave velocity: the Ohasama study," Amer. J. Hypertension, vol. 18, no. 4, Part 1, pp. 477-485, Apr. 2005.   DOI   ScienceOn
15 S. H. Kim, D. Y. Ryoo, and C. S. Bae, "Research on minimizing motion artifacts of PPG signal with acceleration signals for wearable health system," in Proc. Korea Inst. Inform. Technol. (KIIT) Summer Conf., pp. 387-392, Gumi, Korea, June 2007.
16 M. Nitzan, B Khanokh, and Y. Slovik, "The difference in pulse transit time to the toe and finger measured by photoplethysmography," Physiological Measurement, vol. 23, no. 1, pp. 85-93, Feb. 2002.   DOI   ScienceOn