Title :
Discrete Wavelet Transform based algorithm for recognition of QRS complexes
Author :
Haddadi, Rachid ; Abdelmounim, Elhassane ; El hanine, Mustapha ; Belaguid, Abdelaziz
Author_Institution :
LASTI, Univ. of Hassan I, Settat, Morocco
Abstract :
This paper proposes the application of Discrete Wavelet Transform (DWT) to detect the QRS of an electrocardiogram (ECG) signal. Wavelet Transform provides efficient localization in both time and frequency. In preprocessing stage, DWT is used to remove the baseline wander in the ECG signal. The performance of the algorithm of QRS detection is evaluated against the standard MIT BIH Arrhythmia database. The average QRS complexes detection rate of 98.1 %is achieved.
Keywords :
discrete wavelet transforms; electrocardiography; medical signal detection; DWT; ECG signal; QRS complexes detection rate; QRS detection; discrete wavelet transform based algorithm; electrocardiogram signal; standard MIT BIH Arrhythmia database; Classification algorithms; Databases; Discrete wavelet transforms; Electrocardiography; Lead; DWT; Detection; ECG; MIT BIH; QRS complexes;
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2014 International Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4799-3823-0
DOI :
10.1109/ICMCS.2014.6911261