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Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band
Biceps brachii muscle illness is one of the common physical disabilities that requires rehabilitation exercises in order to build up the strength of the muscle after surgery. It is also important to monitor the condition of the muscle during the rehabilitation exercise through electromyography (EMG)...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5613368/ https://www.ncbi.nlm.nih.gov/pubmed/29138687 http://dx.doi.org/10.1155/2017/1631384 |
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author | Burhan, Nuradebah Kasno, Mohammad ‘Afif Ghazali, Rozaimi Said, Md Radzai Abdullah, Shahrum Shah Jali, Mohd Hafiz |
author_facet | Burhan, Nuradebah Kasno, Mohammad ‘Afif Ghazali, Rozaimi Said, Md Radzai Abdullah, Shahrum Shah Jali, Mohd Hafiz |
author_sort | Burhan, Nuradebah |
collection | PubMed |
description | Biceps brachii muscle illness is one of the common physical disabilities that requires rehabilitation exercises in order to build up the strength of the muscle after surgery. It is also important to monitor the condition of the muscle during the rehabilitation exercise through electromyography (EMG) signals. The purpose of this study was to analyse and investigate the selection of the best mother wavelet (MWT) function and depth of the decomposition level in the wavelet denoising EMG signals through the discrete wavelet transform (DWT) method at each decomposition level. In this experimental work, six healthy subjects comprised of males and females (26 ± 3.0 years and BMI of 22 ± 2.0) were selected as a reference for persons with the illness. The experiment was conducted for three sets of resistance band loads, namely, 5 kg, 9 kg, and 16 kg, as a force during the biceps brachii muscle contraction. Each subject was required to perform three levels of the arm angle positions (30°, 90°, and 150°) for each set of resistance band load. The experimental results showed that the Daubechies5 (db5) was the most appropriate DWT method together with a 6-level decomposition with a soft heursure threshold for the biceps brachii EMG signal analysis. |
format | Online Article Text |
id | pubmed-5613368 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-56133682017-11-14 Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band Burhan, Nuradebah Kasno, Mohammad ‘Afif Ghazali, Rozaimi Said, Md Radzai Abdullah, Shahrum Shah Jali, Mohd Hafiz J Healthc Eng Research Article Biceps brachii muscle illness is one of the common physical disabilities that requires rehabilitation exercises in order to build up the strength of the muscle after surgery. It is also important to monitor the condition of the muscle during the rehabilitation exercise through electromyography (EMG) signals. The purpose of this study was to analyse and investigate the selection of the best mother wavelet (MWT) function and depth of the decomposition level in the wavelet denoising EMG signals through the discrete wavelet transform (DWT) method at each decomposition level. In this experimental work, six healthy subjects comprised of males and females (26 ± 3.0 years and BMI of 22 ± 2.0) were selected as a reference for persons with the illness. The experiment was conducted for three sets of resistance band loads, namely, 5 kg, 9 kg, and 16 kg, as a force during the biceps brachii muscle contraction. Each subject was required to perform three levels of the arm angle positions (30°, 90°, and 150°) for each set of resistance band load. The experimental results showed that the Daubechies5 (db5) was the most appropriate DWT method together with a 6-level decomposition with a soft heursure threshold for the biceps brachii EMG signal analysis. Hindawi 2017 2017-09-12 /pmc/articles/PMC5613368/ /pubmed/29138687 http://dx.doi.org/10.1155/2017/1631384 Text en Copyright © 2017 Nuradebah Burhan et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Burhan, Nuradebah Kasno, Mohammad ‘Afif Ghazali, Rozaimi Said, Md Radzai Abdullah, Shahrum Shah Jali, Mohd Hafiz Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band |
title | Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band |
title_full | Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band |
title_fullStr | Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band |
title_full_unstemmed | Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band |
title_short | Analysis of the Biceps Brachii Muscle by Varying the Arm Movement Level and Load Resistance Band |
title_sort | analysis of the biceps brachii muscle by varying the arm movement level and load resistance band |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5613368/ https://www.ncbi.nlm.nih.gov/pubmed/29138687 http://dx.doi.org/10.1155/2017/1631384 |
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