DocumentCode
627368
Title
A noise independent approach to QRS-complex detection using CWT
Author
Mukherjee, Arjun ; Ghosh, K.K.
Author_Institution
Dept. of Electron. & Commun. Eng., Univ. of Eng. & Manage., Jaipur, India
fYear
2013
fDate
17-18 May 2013
Firstpage
1
Lastpage
5
Abstract
In this paper we propose an efficient approach to QRS-complex detection using the Continuous Wavelet Transform (CWT). The method described in this paper is not affected by the presence of noise in the ECG signal nor does it depend on the morphology of the ECG waves. The speed of analysis of ECG signals using CWT and the accuracy of QRS-complex detection has been increased. The implementation of this method puts the CWT based peak detection methods at par with the DWT based methods with, same and in some cases, better accuracy of detection than the DWT based methods.
Keywords
electrocardiography; medical signal processing; wavelet transforms; CWT based peak detection methods; DWT based methods; ECG signal; ECG waves; QRS-complex detection; continuous wavelet transform; noise independent approach; Continuous wavelet transforms; Discrete wavelet transforms; Electrocardiography; Wavelet analysis; Wavelet coefficients; Continuous Wavelet Transform; ECG; QRS complex detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Informatics, Electronics & Vision (ICIEV), 2013 International Conference on
Conference_Location
Dhaka
Print_ISBN
978-1-4799-0397-9
Type
conf
DOI
10.1109/ICIEV.2013.6572722
Filename
6572722
Link To Document