UGC Approved Journal no 63975

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

Volume 2 Issue 7
July-2015
eISSN: 2349-5162

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

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Published Paper ID:
JETIR1507026


Registration ID:
150732

Page Number

3132-3135

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Title

Analysis of EMG Signals Based on Wavelet Transform

Abstract

Abstract— Wavelet-based signal processing has become commonplace in the signal processing community over the past decade.Wavelet analysis is often very effective because it provides a simple approach for dealing with local aspects of a signal. Electromyography (EMG) signals can be used for clinical/biomedical applications, Evolvable Hardware Chip (EHW) development, and modern human computer interaction. EMG signals acquired from muscles require advanced methods for detection, decomposition, processing, and classification. One of the most important applications of wavelets is removal of noise from signals called denoising accomplished by thresholding wavelet coefficients in order to separate signal from noise. The purpose of this paper is to highlight the use of Wavelet transform (WT) for EMG signal analysis. A comparison study is also given to show performance of various EMG signal analysis methods over wavelet. This paper provides researchers a good understanding of EMG signal and its analysis procedures.

Key Words

Keywords— sEMG, wavelet transform, STFT, Fourier analysis, denoising, decomposition.

Cite This Article

"Analysis of EMG Signals Based on Wavelet Transform ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.2, Issue 7, page no.3132-3135, July-2015, Available :http://www.jetir.org/papers/JETIR1507026.pdf

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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

"Analysis of EMG Signals Based on Wavelet Transform ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 7, page no. pp3132-3135, July-2015, Available at : http://www.jetir.org/papers/JETIR1507026.pdf

Publication Details

Published Paper ID: JETIR1507026
Registration ID: 150732
Published In: Volume 2 | Issue 7 | Year July-2015
DOI (Digital Object Identifier):
Page No: 3132-3135
Country: DELHI, DELHI, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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