Noises Removal in EMG Signal

Noises Removal in EMG Signal

Registration ID: IJNRD_180040

Published ID: IJNRD1804008

DOI: Click Here to Get

Aniket Kulkarni , shivanand yadav , adiba patel , muzzafar khan

Denoising, FIR filter, adaptive filter, wavelet decomposition, PSNR

Electromyography is the technique of recording and interpreting the electrical activity of muscle’s action potential. EMG is drawn using an instrument called an electromyograph, to produce a record called an electromyogram . The EMG potentials from a muscle or group of muscles produce a noise like waveform that varies in amplitude with the amount of muscular activity. It has frequency component ranging from 10 Hz to 3000 Hz and peak amplitude of 50 µV to 1 mV, depending on the location of the measuring electrodes with respect to the muscle and its activity.. Noises that commonly disturb the basic electromyograph are power line interference, instrumentation noise, external electromagnetic field interference, noise due to random body movements and respirational movements. These noises can be classified according to their frequency content. It is essential to reduce these disturbances in EMG signal to improve accuracy and reliability Different types of adaptive and non-adaptive digital filters have been proposed to remove these noises. In this thesis, window based FIR filters, adaptive filters and wavelet filter bank are applied to remove the noise

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"Noises Removal in EMG Signal ", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.3, Issue 4, page no.50-53, April-2018, Available :https://ijnrd.org/papers/IJNRD1804008.pdf

Volume 3 Issue 4, April-2018

Pages : 50-53

Paper Reg. ID: IJNRD_180040

Published Paper Id: IJNRD1804008

Downloads: 000121123

Research Area: Engineering

Country: nagpur, nagpur, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD1804008.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD1804008

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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