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Published in: Journal of Medical Systems 5/2011

01-10-2011 | ORIGINAL PAPER

Variable Threshold Method for ECG R-peak Detection

Authors: Hsein-Ping Kew, Do-Un Jeong

Published in: Journal of Medical Systems | Issue 5/2011

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Abstract

In this paper, a wearable belt-type ECG electrode worn around the chest by measuring the real-time ECG is produced in order to minimize the inconvenient in wearing. ECG signal is detected using a potential instrument system. The measured ECG signal is transmits via an ultra low power consumption wireless data communications unit to personal computer using Zigbee-compatible wireless sensor node. ECG signals carry a lot of clinical information for a cardiologist especially the R-peak detection in ECG. R-peak detection generally uses the threshold value which is fixed. There will be errors in peak detection when the baseline changes due to motion artifacts and signal size changes. Preprocessing process which includes differentiation process and Hilbert transform is used as signal preprocessing algorithm. Thereafter, variable threshold method is used to detect the R-peak which is more accurate and efficient than fixed threshold value method. R-peak detection using MIT-BIH databases and Long Term Real-Time ECG is performed in this research in order to evaluate the performance analysis.
Literature
1.
go back to reference Kong, K. Y., Ng, C. Y., and Ong, K., Web-based monitoring of real-time ECG data. Comput. Cardiol. 27:189–192, 2000. Kong, K. Y., Ng, C. Y., and Ong, K., Web-based monitoring of real-time ECG data. Comput. Cardiol. 27:189–192, 2000.
2.
go back to reference Ross, P. E., Managing care through the air. IEEE Spectr. 41(12):26–31, 2004.CrossRef Ross, P. E., Managing care through the air. IEEE Spectr. 41(12):26–31, 2004.CrossRef
3.
go back to reference Jovanov, E., Raskovic, D., Price, J., Chapman, J., Moore, A., and Krishnamurthy, A., Patient monitoring using personal area networks of wireless intelligent sensors. Biomed. Sci. Instrum. 37:373–378, 2001. Jovanov, E., Raskovic, D., Price, J., Chapman, J., Moore, A., and Krishnamurthy, A., Patient monitoring using personal area networks of wireless intelligent sensors. Biomed. Sci. Instrum. 37:373–378, 2001.
5.
go back to reference Shnayder, V., Chen, B.-r., Lorincz, K., Fulford-Jones, T. R. F., and Welsh, M., Sensor networks for medical care. Harvard University Technical Report TR-08-05, April 2005. Shnayder, V., Chen, B.-r., Lorincz, K., Fulford-Jones, T. R. F., and Welsh, M., Sensor networks for medical care. Harvard University Technical Report TR-08-05, April 2005.
6.
go back to reference Lim, L., and Yee, B., Coach’s companion—athlete’s health monitoring system. University of California, Berkeley, 2005. Lim, L., and Yee, B., Coach’s companion—athlete’s health monitoring system. University of California, Berkeley, 2005.
7.
go back to reference Fensli, R., Gunnarson, E., and Gundersen, T., A wearable ECG-recoding system for continuous arrhythmia monitoring in a wireless tele-home-care situation. Proceedings of 18th IEEE Symposium on Computer-Based Medical System (CBMS’05), 2005. Fensli, R., Gunnarson, E., and Gundersen, T., A wearable ECG-recoding system for continuous arrhythmia monitoring in a wireless tele-home-care situation. Proceedings of 18th IEEE Symposium on Computer-Based Medical System (CBMS’05), 2005.
8.
go back to reference Arzeno, N. M., Dang, Z.-D., and Poon, C.-S., Analysis of first-derivative based QRS detection algorithm. IEEE Trans. Biomed. Eng. 55(2):478–484, 2008.CrossRef Arzeno, N. M., Dang, Z.-D., and Poon, C.-S., Analysis of first-derivative based QRS detection algorithm. IEEE Trans. Biomed. Eng. 55(2):478–484, 2008.CrossRef
9.
go back to reference Jeong, D.-U., and Kew, H.-P., Real-time monitoring of ubiquitous wearable ECG sensor node for healthcare application. ICCSA 2009, Part 1, LNCS, vol. 5592, pp. 868–884, Springer, Heidelberg, 2009. Jeong, D.-U., and Kew, H.-P., Real-time monitoring of ubiquitous wearable ECG sensor node for healthcare application. ICCSA 2009, Part 1, LNCS, vol. 5592, pp. 868–884, Springer, Heidelberg, 2009.
Metadata
Title
Variable Threshold Method for ECG R-peak Detection
Authors
Hsein-Ping Kew
Do-Un Jeong
Publication date
01-10-2011
Publisher
Springer US
Published in
Journal of Medical Systems / Issue 5/2011
Print ISSN: 0148-5598
Electronic ISSN: 1573-689X
DOI
https://doi.org/10.1007/s10916-011-9745-7

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