DocumentCode :
3504720
Title :
A simple real-time QRS detection algorithm
Author :
Lee, Jeongwhan ; Jeong, Keesam ; Yoon, Jiyoung ; Lee, Myoungho
Author_Institution :
Dept. of Electr. Eng., Yonsei Univ., Seoul, South Korea
Volume :
4
fYear :
1996
fDate :
31 Oct-3 Nov 1996
Firstpage :
1396
Abstract :
A simple algorithm using topological mapping has been developed for a real-time detection of the QRS complexes of ECG signals. As a measure of QRS complex energy, the authors used topological mapping from one dimensional sampled ECG signals to two dimensional vectors. To describe a change of curvature, the authors derive modified spatial velocity (MSV), from MSV the authors can locate QRS complexes more easily. The proposed algorithm consists of very small C-language procedures which reliably recognize the QRS complexes. For evaluation the authors used the MIT/BIH arrhythmia database. The proposed algorithm provides a good performance, a 99.58% detection rate of QRS complexes, a 99.57% sensitivity and 99.87% positive predictivity, respectively
Keywords :
electrocardiography; medical signal processing; MIT/BIH arrhythmia database; QRS complex energy; QRS complexes; detection rate; electrodiagnostics; modified spatial velocity; one dimensional sampled ECG signals; positive predictivity; sensitivity; simple real-time QRS detection algorithm; topological mapping; two dimensional vectors; very small C-language procedures; Change detection algorithms; Chaos; Databases; Delay effects; Detection algorithms; Electrocardiography; Energy measurement; Nonlinear dynamical systems; Physics; Signal mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
Type :
conf
DOI :
10.1109/IEMBS.1996.647473
Filename :
647473
Link To Document :
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