Discrete-wavelet-transform-based noise removal and feature extraction for ECG signals

Attack H. What is the electrocardiogram ECG [online]. May 2013. Clifford, 2006 Dai, 2009, Removal of baseline wander from dynamic electrocardiogram signals, 1 Ziarani, 2002, A nonlinear adaptive method of elimination of power line interference in ECG signals, IEEE Trans Biomed Eng, 49, 540, 10.1109/TBME.2002.1001968 Tong, 2002, Adaptive reduction of motion artifact in the electrocardiogram, vol. 2, 1403 He, 2006, Application of ICA in removing artefacts from the ECG, Neural Comput Appl, 15, 105, 10.1007/s00521-005-0013-y Zhang, 2005, Wavelet approach for ECG baseline wander correction and noise reduction, 1212 Blanco-Velasco, 2008, ECG signal denoising and baseline wander correction based on the empirical mode decomposition, Comput Biol Med, 38, 1, 10.1016/j.compbiomed.2007.06.003 Lin, 2012, Beat-to-beat P and T wave delineation in ECG signals using a marginalized particle filter, 479 Lin, 2010, P- and T-wave delineation in ECG signals using a Bayesian approach and a partially collapsed Gibbs sampler, IEEE Trans Biomed Eng, 57, 2840, 10.1109/TBME.2010.2076809 Arafat, 2009, Automatic detection of ECG wave boundaries using empirical mode decomposition, 461 Cai, 1998, Different discrete wavelet transforms applied to denoising analytical data, J Chem Inf Comput Sci, 38, 1161, 10.1021/ci980210j Su, 2005, De-noising of ECG signal using translation-invariant wavelet de-noising method with improved thresholding, 5946 MIT-BIH Arrhythmia Database [online]. Nagendra, 2011, Application of wavelet techniques in ECG signal processing: an overview, Int J Eng Sci Technol (IJEST), 3, 7432 Martinez, 2004, A wavelet-based ECG delineator: evaluation on standard databases, IEEE Trans Biomed Eng, 51, 570, 10.1109/TBME.2003.821031 Espiritu-Santo-Rincon, 2010, ECG feature extraction via waveform segmentation, 250 Zidelmal, 2012, QRS detection based on wavelet coefficients, Comput Methods Programs Biomed, 107, 490, 10.1016/j.cmpb.2011.12.004 Pan, 1985, A real-time QRS detection algorithm, IEEE Trans Biomed Eng, BME-32, 230, 10.1109/TBME.1985.325532 Xiaomeng, 2011, A new real-time ECG R-wave detection algorithm, 1252 Chen, 2006, A real-time QRS detection method based on moving-averaging incorporating with wavelet denoising, Comput Methods Programs Biomed, 82, 187, 10.1016/j.cmpb.2005.11.012 Arzeno, 2008, Analysis of first-derivative based QRS detection algorithms, IEEE Trans Biomed Eng, 55, 478, 10.1109/TBME.2007.912658 Mithun, 2011, A wavelet based technique for suppression of EMG noise and motion artifact in ambulatory ECG, 7087 Laguna, 1994, Automatic detection of wave boundaries in multilead ECG signals: validation with the CSE database, Comput Biomed Res, 27, 45, 10.1006/cbmr.1994.1006 Bustamante, 2013, ECG delineation and ischemic ST-segment detection based in wavelet transform and support vector machines, 1 Chan, 2012, Energy efficient diagnostic grade mobile ECG monitoring, 153 1985, Recommendations for measurement standards in quantitative electrocardiography, Eur Heart J, 6, 815