A robust approach for detecting qrs complexes of electrocardiogram signal with different morphologies

Sameer K. Salih, S. A. Aljunid, Oteh Maskon, Syed Mohamed Al-Junid Syed Junid, Abid Yahya

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

Abstract

In this paper a robust approach for detecting QRS complexes and computing related R-R intervals of ECG signals named (RDQR) has been proposed. It reliably recognizes QRS complexes based on the deflection occurred between R & S waves as a large positive and negative amplitude differences in comparison with respect to other ECG signal (P and T) waves. The proposed detection approach applies the new direct algorithm applied on the entire ECG itself without any additional transform like (wavelet, cosine, Walsh transform, etc.). According to the strategy based on positive and negative deflection it overcomes the problem of QRS direction positive (upright) or negative (inverted). Three different types of ECG online database with duration of 10 sec (MIT-BIH Arrhythmia, ST Change Database and Normal Sinus Rhythm) are used to validate the detection performance. The results are demonstrated that the proposed detection approach achieved (100%) accuracy for QRS detection also very high accuracy in evaluating related R-R intervals.

Original languageEnglish
Title of host publicationKey Engineering Materials
Pages972-979
Number of pages8
Volume594-595
DOIs
Publication statusPublished - 2014
Externally publishedYes
Event2013 International Conference on Advanced Materials Engineering and Technology, ICAMET 2013 - Bandung
Duration: 28 Nov 201329 Nov 2013

Publication series

NameKey Engineering Materials
Volume594-595
ISSN (Print)10139826

Other

Other2013 International Conference on Advanced Materials Engineering and Technology, ICAMET 2013
CityBandung
Period28/11/1329/11/13

Fingerprint

Electrocardiography
Walsh transforms

Keywords

  • Electrocardiogram
  • Positive-negative deflection
  • Qrs complex detection
  • R-r intervals

ASJC Scopus subject areas

  • Materials Science(all)
  • Mechanics of Materials
  • Mechanical Engineering

Cite this

Salih, S. K., Aljunid, S. A., Maskon, O., Syed Junid, S. M. A-J., & Yahya, A. (2014). A robust approach for detecting qrs complexes of electrocardiogram signal with different morphologies. In Key Engineering Materials (Vol. 594-595, pp. 972-979). (Key Engineering Materials; Vol. 594-595). https://doi.org/10.4028/www.scientific.net/KEM.594-595.972

A robust approach for detecting qrs complexes of electrocardiogram signal with different morphologies. / Salih, Sameer K.; Aljunid, S. A.; Maskon, Oteh; Syed Junid, Syed Mohamed Al-Junid; Yahya, Abid.

Key Engineering Materials. Vol. 594-595 2014. p. 972-979 (Key Engineering Materials; Vol. 594-595).

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

Salih, SK, Aljunid, SA, Maskon, O, Syed Junid, SMA-J & Yahya, A 2014, A robust approach for detecting qrs complexes of electrocardiogram signal with different morphologies. in Key Engineering Materials. vol. 594-595, Key Engineering Materials, vol. 594-595, pp. 972-979, 2013 International Conference on Advanced Materials Engineering and Technology, ICAMET 2013, Bandung, 28/11/13. https://doi.org/10.4028/www.scientific.net/KEM.594-595.972
Salih, Sameer K. ; Aljunid, S. A. ; Maskon, Oteh ; Syed Junid, Syed Mohamed Al-Junid ; Yahya, Abid. / A robust approach for detecting qrs complexes of electrocardiogram signal with different morphologies. Key Engineering Materials. Vol. 594-595 2014. pp. 972-979 (Key Engineering Materials).
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