UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRBF06062


Registration ID:
205845

Page Number

323-327

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Title

DENOISING OF ECG SIGNALS – A PRELIMINARY STUDY

Abstract

The Electrocardiogram (ECG) is a non-invasive and graphic representation of electrical activity of the heart. It is obtained by placing electrodes at specific locations on the body surface. These ECG signals help in the diagnosis of cardiovascular diseases. The slight variation in the signal need to be noticed in order to identify any problem in the heart as ECG signals vary from 0.05 to 100 Hz. The acquired ECG signal may have noises such as baseline wander, power line interference, motion artifacts, muscle contraction, instrumentation noise and electrode-contact noise. The ECG signal is to be preprocessed to remove these noises. In this work, the signal is de-noised to remove the baseline wandering in MATLAB environment by various techniques such as Infinite Impulse Response, Independent Component Analysis, Interpolation and Successive Subtraction of Median values in RR interval, Least Mean Square Adaptive Filter and Moving Average Filter. Performance measures such as Mean absolute error, Mean Square Error, Signal to Noise Ratio, Percentage Signal to Noise Ratio, Percent Root Mean Square Difference are computed to find the method that is suitable for the acquired ECG signal.

Key Words

Baseline wandering, IIR filter, Denoising, Performance metrics, ECG signal.

Cite This Article

"DENOISING OF ECG SIGNALS – A PRELIMINARY STUDY ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.323-327, April-2019, Available :http://www.jetir.org/papers/JETIRBF06062.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"DENOISING OF ECG SIGNALS – A PRELIMINARY STUDY ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp323-327, April-2019, Available at : http://www.jetir.org/papers/JETIRBF06062.pdf

Publication Details

Published Paper ID: JETIRBF06062
Registration ID: 205845
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 323-327
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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