UGC Approved Journal no 63975(19)

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

Volume 6 Issue 6
June-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIR1908211


Registration ID:
225474

Page Number

376-380

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Title

ECG Analysis Using Wavelet Transform and Neural Network

Abstract

In this work ,we have made an algorithm to classify and detect different types of Electrocardiogram (ECG) signal beats including normal beats(N), premature ventricular contraction (PVC),ventricular tachycardia(VT),super ventricular (SV) and others. Various preprocessing stage are applied to create a new and perfect input vector for the neural classifier. In order to extract feature from electrocardiogram (ECG) signal DWT (direct wavelet transform) is applied. Finally the MIT-BIH database is used to assess the suggestive algorithm. The overall classification accuracy rate is more than 99%..

Key Words

Electrocardiogram (ECG), Artificial Neural Network (ANN), wavelet Transform

Cite This Article

"ECG Analysis Using Wavelet Transform and Neural Network", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.376-380, June 2019, Available :http://www.jetir.org/papers/JETIR1908211.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

"ECG Analysis Using Wavelet Transform and Neural Network", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp376-380, June 2019, Available at : http://www.jetir.org/papers/JETIR1908211.pdf

Publication Details

Published Paper ID: JETIR1908211
Registration ID: 225474
Published In: Volume 6 | Issue 6 | Year June-2019
DOI (Digital Object Identifier):
Page No: 376-380
Country: JALGAON, MAHARASHTRA, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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