A simple and effective algorithm for R-wave detection using smartphones

Xiaodan Wu, Chao Hsien Chu, Dianmin Yue, Jungyoon Kim, Shuai Li

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Developing simple and effective algorithms for detecting cardiovascular diseases (CVDs) using smartphones has been the trend of research in pervasive healthcare. This paper proposes an efficient R-wave detection algorithm and tested it in an Android Smartphone. We use the complete datasets of MIT-BIH arrhythmia database to verify its relative performance with three other algorithms. Our results show that it can obtain an average error rate of 0.22%, a sensitivity of 99.88% and a predictive accuracy of 99.90%; while, only takes 12ms to process 10 seconds data in a smartphone; thus, it is more suitable for use at mobile devices.

Original languageEnglish (US)
Title of host publicationProceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014
PublisherIEEE Computer Society
Pages902-905
Number of pages4
ISBN (Print)9781479945658
DOIs
StatePublished - Jan 1 2014
Event2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014 - Ottawa, ON, Canada
Duration: May 8 2014May 9 2014

Publication series

NameProceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014

Other

Other2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014
CountryCanada
CityOttawa, ON
Period5/8/145/9/14

Fingerprint

Smartphones
Mobile devices

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Electrical and Electronic Engineering

Cite this

Wu, X., Chu, C. H., Yue, D., Kim, J., & Li, S. (2014). A simple and effective algorithm for R-wave detection using smartphones. In Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014 (pp. 902-905). [6845767] (Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014). IEEE Computer Society. https://doi.org/10.1109/IWECA.2014.6845767
Wu, Xiaodan ; Chu, Chao Hsien ; Yue, Dianmin ; Kim, Jungyoon ; Li, Shuai. / A simple and effective algorithm for R-wave detection using smartphones. Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014. IEEE Computer Society, 2014. pp. 902-905 (Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014).
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title = "A simple and effective algorithm for R-wave detection using smartphones",
abstract = "Developing simple and effective algorithms for detecting cardiovascular diseases (CVDs) using smartphones has been the trend of research in pervasive healthcare. This paper proposes an efficient R-wave detection algorithm and tested it in an Android Smartphone. We use the complete datasets of MIT-BIH arrhythmia database to verify its relative performance with three other algorithms. Our results show that it can obtain an average error rate of 0.22{\%}, a sensitivity of 99.88{\%} and a predictive accuracy of 99.90{\%}; while, only takes 12ms to process 10 seconds data in a smartphone; thus, it is more suitable for use at mobile devices.",
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Wu, X, Chu, CH, Yue, D, Kim, J & Li, S 2014, A simple and effective algorithm for R-wave detection using smartphones. in Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014., 6845767, Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014, IEEE Computer Society, pp. 902-905, 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014, Ottawa, ON, Canada, 5/8/14. https://doi.org/10.1109/IWECA.2014.6845767

A simple and effective algorithm for R-wave detection using smartphones. / Wu, Xiaodan; Chu, Chao Hsien; Yue, Dianmin; Kim, Jungyoon; Li, Shuai.

Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014. IEEE Computer Society, 2014. p. 902-905 6845767 (Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Wu X, Chu CH, Yue D, Kim J, Li S. A simple and effective algorithm for R-wave detection using smartphones. In Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014. IEEE Computer Society. 2014. p. 902-905. 6845767. (Proceedings - 2014 IEEE Workshop on Electronics, Computer and Applications, IWECA 2014). https://doi.org/10.1109/IWECA.2014.6845767