sEMG features extraction for back muscle impairment
This paper discussed about the features extraction comparison between Low Back Pain (LBP) and Normal subjects. The objective of this research is to extract the features of SEMG signal in time and frequency domain. A group of 10 healthy subjects and 5 LBP subjects was chosen to determine the muscle c...
Saved in:
Main Authors: | , , |
---|---|
Format: | Conference or Workshop Item |
Language: | English |
Published: |
2014
|
Subjects: | |
Online Access: | http://eprints.utem.edu.my/id/eprint/12800/1/Paper_54.pdf http://eprints.utem.edu.my/id/eprint/12800/ |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
my.utem.eprints.12800 |
---|---|
record_format |
eprints |
spelling |
my.utem.eprints.128002023-05-15T12:52:45Z http://eprints.utem.edu.my/id/eprint/12800/ sEMG features extraction for back muscle impairment Zainoddin, Muhamad Hafiy Syazwan Chong, Shin Horng Yahya, Abu Bakar TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering This paper discussed about the features extraction comparison between Low Back Pain (LBP) and Normal subjects. The objective of this research is to extract the features of SEMG signal in time and frequency domain. A group of 10 healthy subjects and 5 LBP subjects was chosen to determine the muscle condition during dynamic contraction activity which were sitting to stand and stand to sit activities. Each subject will complete the task 10 times respectively. Only multifidus muscle involved in this research. SEMG used to detect the signal from the muscle before being extracted by using time and frequency domain methods. Data collection will be classified by using neural network into 2 groups, normal and LBP. 2014-05-12 Conference or Workshop Item PeerReviewed text en http://eprints.utem.edu.my/id/eprint/12800/1/Paper_54.pdf Zainoddin, Muhamad Hafiy Syazwan and Chong, Shin Horng and Yahya, Abu Bakar (2014) sEMG features extraction for back muscle impairment. In: 2014 IEEE EMBS INTERNATIONAL STUDENT CONFERENCE, June 5, 2014, Universiti Putra Malaysia. |
institution |
Universiti Teknikal Malaysia Melaka |
building |
UTEM Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
Universiti Teknikal Malaysia Melaka |
content_source |
UTEM Institutional Repository |
url_provider |
http://eprints.utem.edu.my/ |
language |
English |
topic |
TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering |
spellingShingle |
TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering Zainoddin, Muhamad Hafiy Syazwan Chong, Shin Horng Yahya, Abu Bakar sEMG features extraction for back muscle impairment |
description |
This paper discussed about the features extraction comparison between Low Back Pain (LBP) and Normal subjects. The objective of this research is to extract the features of SEMG signal in time and frequency domain. A group of 10 healthy subjects and 5 LBP subjects was chosen to determine the muscle condition during dynamic contraction activity which were sitting to stand and stand to sit activities. Each subject will complete the task 10 times respectively. Only multifidus muscle involved in this research. SEMG used to detect the signal from the muscle before being extracted by using time and frequency domain methods. Data collection will be classified by using neural network into 2 groups, normal and LBP. |
format |
Conference or Workshop Item |
author |
Zainoddin, Muhamad Hafiy Syazwan Chong, Shin Horng Yahya, Abu Bakar |
author_facet |
Zainoddin, Muhamad Hafiy Syazwan Chong, Shin Horng Yahya, Abu Bakar |
author_sort |
Zainoddin, Muhamad Hafiy Syazwan |
title |
sEMG features extraction for back muscle impairment |
title_short |
sEMG features extraction for back muscle impairment |
title_full |
sEMG features extraction for back muscle impairment |
title_fullStr |
sEMG features extraction for back muscle impairment |
title_full_unstemmed |
sEMG features extraction for back muscle impairment |
title_sort |
semg features extraction for back muscle impairment |
publishDate |
2014 |
url |
http://eprints.utem.edu.my/id/eprint/12800/1/Paper_54.pdf http://eprints.utem.edu.my/id/eprint/12800/ |
_version_ |
1768012337220943872 |
score |
13.19449 |