International Journal of Electrical, Electronics and Data Communication (IJEEDC)
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Statistics report
Nov. 2022
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 116
Paper Published : 1605
No. of Authors : 4406
  Journal Paper


Paper Title :
De-Noising and Statistical Feature Extraction of the ECG Signal Using Wavelet Analysis

Author :Tanya Kambo, Ram Avtarjaswal

Article Citation :Tanya Kambo ,Ram Avtarjaswal , (2016 ) " De-Noising and Statistical Feature Extraction of the ECG Signal Using Wavelet Analysis " , International Journal of Electrical, Electronics and Data Communication (IJEEDC) , pp. 38-41, Volume-4,Issue-9

Abstract : The electrocardiogram is a technique of recording bioelectric currents generated by the heart which is useful for diagnosing many cardiac diseases. The feature extraction and de-noising of ECG are highly useful in cardiology. And baseline wander elimination is considered as a traditional problem. So this paper deals with the noise removal and feature extraction of the signal. This baseline wander noise is removed by Butterworth filter. We present a wavelet-transform (WT) based search algorithm. The algorithm computes wavelet packet coefficients and then in each scale the different nine features of the signal is calculated. Comparison is made between the characteristics of signals and the branch of the wavelet binary tree corresponding to minimum entropy wavelet spaces is chosen. This algorithm is tested using the data record from MIT/BIH database for arrhythmia disease categorized into normal and abnormal and excellent results are obtained. Keywords—ECG signal, de-noising, feature extraction, MIT database, wavelet packet decomposition.

Type : Research paper

Published : Volume-4,Issue-9


DOIONLINE NO - IJEEDC-IRAJ-DOIONLINE-5628   View Here

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