Real Time QRS Detection Based on Redundant Discrete Wavelet Transform

被引:15
作者
Arrais Junior, E. [1 ]
Valentim, R. A. M. [2 ]
Brandao, G. B. [2 ]
机构
[1] Univ Fed Rural Semiarido UFERSA, Pau Dos Ferros, RN, Brazil
[2] Univ Fed Rio Grande do Norte, BR-59072970 Natal, RN, Brazil
关键词
ECG; QRS Detection; Redundant Discrete Wavelet Transform (RDWT); Real Time; MIT-BIH Arrhythmia Database; ECG; DESIGN; SOFTWARE;
D O I
10.1109/TLA.2016.7483498
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The electrocardiogram (ECG) analysis provide several information about the current state of the heart. The QRS complex detection is one of the fundamental issue in the electrocardiographic signal analysis. This paper presents a real time QRS complex detector based on Redundant Discrete Wavelet Transform (RDWT). The algorithm use both scales and wavelet coefficients, and the wavelet coefficient energy for detection. The algorithm was evaluated with the MIT-BIH Arrhythmia Database, achieving an detection rate of QRS complexes above 99.32 % and for the P and T waves can also be detected, based on QRS positions and wavelet coefficients.
引用
收藏
页码:1662 / 1668
页数:7
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