Detection of characteristic points of ECG using quadratic spline wavelet transfrom

This paper presents a method for ECG characteristic points detection based on Wavelet Transform (WT). Wavelet Transform leads to more accurate results in analyzing nonstationary signals such as ECG. The selected wavelet is quadratic spline wavelet. Using quadratic spline mother wavelet, a method for detection of QRS complex and T and P waves is presented and evaluated with the help of MIT-BIH Arrhythmia database. Experimental results show excellent performance of the proposed method.

[1]  Gloria Faye Boudreaux-Bartels,et al.  A comparison of a wavelet functions for pitch detection of speech signals , 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

[2]  Mohammad Bagher Shamsollahi,et al.  ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure , 2008, IEEE Transactions on Biomedical Engineering.

[3]  S.N. Tandon,et al.  Using wavelet transforms for ECG characterization. An on-line digital signal processing system , 1997, IEEE Engineering in Medicine and Biology Magazine.

[4]  Mohammad Bagher Shamsollahi,et al.  Model-Based Fiducial Points Extraction for Baseline Wandered Electrocardiograms , 2008, IEEE Transactions on Biomedical Engineering.

[5]  Stéphane Mallat,et al.  Zero-crossings of a wavelet transform , 1991, IEEE Trans. Inf. Theory.

[6]  G. Boudreaux-Bartels,et al.  Wavelet transform-based QRS complex detector , 1999, IEEE Transactions on Biomedical Engineering.

[7]  C. Li,et al.  Detection of ECG characteristic points using wavelet transforms. , 1995, IEEE transactions on bio-medical engineering.

[8]  Zhao Yan Detection of ECG Characteristic Points by Wavelet Transform , 2009 .

[9]  J. S. Sahambi,et al.  Using Wavelet Transforms for ECG Characterization , 1997 .

[10]  Pablo Laguna,et al.  A wavelet-based ECG delineator: evaluation on standard databases , 2004, IEEE Transactions on Biomedical Engineering.

[11]  J. N. Watson,et al.  Evaluating arrhythmias in ECG signals using wavelet transforms , 2000, IEEE Engineering in Medicine and Biology Magazine.

[12]  Carmen C. Y. Poon,et al.  Using the Timing Information of Heartbeats as an Entity Identifier to Secure Body Sensor Network , 2008, IEEE Transactions on Information Technology in Biomedicine.