Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study

Electromyography (EMG) is the process of acquiring electrical signals generated through muscle activity (contraction/relaxation). Surface EMG deliberates the amount of electrical activity in the musculoskeletal system in a non-invasive way. Under specific conditions and during certain motor activiti...

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Main Authors: El Ghailassi, Ibtissam, Hashim, Nur Afiqah, Abd Razak, Nasrul Anuar, Abu Osman, Noor Azuan, Gholizadeh, Hossein, Astuti, Suryani Dyah
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Published: Institute of Electrical and Electronics Engineers 2024
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Online Access:http://eprints.um.edu.my/45848/
https://doi.org/10.1109/ACCESS.2024.3360301
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spelling my.um.eprints.458482024-11-13T03:49:33Z http://eprints.um.edu.my/45848/ Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study El Ghailassi, Ibtissam Hashim, Nur Afiqah Abd Razak, Nasrul Anuar Abu Osman, Noor Azuan Gholizadeh, Hossein Astuti, Suryani Dyah QA75 Electronic computers. Computer science R Medicine (General) TK Electrical engineering. Electronics Nuclear engineering Electromyography (EMG) is the process of acquiring electrical signals generated through muscle activity (contraction/relaxation). Surface EMG deliberates the amount of electrical activity in the musculoskeletal system in a non-invasive way. Under specific conditions and during certain motor activities, this signal is substantially associated with muscle strength. These Signals are used as Control Inputs by assistive devices. The study aimed to investigate the EMG parameters of lower limb muscles (rectus femoris and biceps femoris) in healthy individuals and transtibial amputees walking on a treadmill at different speeds (0.55 m/s, 0.83 m/s, and 1.11 m/s). Ten non-amputee and two amputee subjects participated. Findings reveal significant reductions in EMG signals at slower speeds, emphasizing foot stability. The right biceps femoris exhibits the highest signals average, while the right rectus femoris has the lowest for amputees. The male participants' right biceps femoris muscle showed the greatest signals of average treadmill walking activity at 0,55 m/s (0.0014 V) compared to the amputee individuals' (0.001 V). At (0,83 m/s), male participants (0.0015 V) outperformed amputee subjects (0.0004 V). At (1,11 m/s), male participants (0.0024 V) outperformed amputee subjects (0.001 V). Male participants consistently outperform amputees across speeds. The study suggests the potential application of findings in rehabilitating transtibial amputees on a treadmill, considering distance and maximum speed with a prosthesis. Overall, slow walking pace impacts EMG signals, providing insights for clinicians developing interventions for amputee rehabilitation. Institute of Electrical and Electronics Engineers 2024 Article PeerReviewed El Ghailassi, Ibtissam and Hashim, Nur Afiqah and Abd Razak, Nasrul Anuar and Abu Osman, Noor Azuan and Gholizadeh, Hossein and Astuti, Suryani Dyah (2024) Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study. IEEE Access, 12. pp. 27356-27367. ISSN 2169-3536, DOI https://doi.org/10.1109/ACCESS.2024.3360301 <https://doi.org/10.1109/ACCESS.2024.3360301>. https://doi.org/10.1109/ACCESS.2024.3360301 10.1109/ACCESS.2024.3360301
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic QA75 Electronic computers. Computer science
R Medicine (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle QA75 Electronic computers. Computer science
R Medicine (General)
TK Electrical engineering. Electronics Nuclear engineering
El Ghailassi, Ibtissam
Hashim, Nur Afiqah
Abd Razak, Nasrul Anuar
Abu Osman, Noor Azuan
Gholizadeh, Hossein
Astuti, Suryani Dyah
Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study
description Electromyography (EMG) is the process of acquiring electrical signals generated through muscle activity (contraction/relaxation). Surface EMG deliberates the amount of electrical activity in the musculoskeletal system in a non-invasive way. Under specific conditions and during certain motor activities, this signal is substantially associated with muscle strength. These Signals are used as Control Inputs by assistive devices. The study aimed to investigate the EMG parameters of lower limb muscles (rectus femoris and biceps femoris) in healthy individuals and transtibial amputees walking on a treadmill at different speeds (0.55 m/s, 0.83 m/s, and 1.11 m/s). Ten non-amputee and two amputee subjects participated. Findings reveal significant reductions in EMG signals at slower speeds, emphasizing foot stability. The right biceps femoris exhibits the highest signals average, while the right rectus femoris has the lowest for amputees. The male participants' right biceps femoris muscle showed the greatest signals of average treadmill walking activity at 0,55 m/s (0.0014 V) compared to the amputee individuals' (0.001 V). At (0,83 m/s), male participants (0.0015 V) outperformed amputee subjects (0.0004 V). At (1,11 m/s), male participants (0.0024 V) outperformed amputee subjects (0.001 V). Male participants consistently outperform amputees across speeds. The study suggests the potential application of findings in rehabilitating transtibial amputees on a treadmill, considering distance and maximum speed with a prosthesis. Overall, slow walking pace impacts EMG signals, providing insights for clinicians developing interventions for amputee rehabilitation.
format Article
author El Ghailassi, Ibtissam
Hashim, Nur Afiqah
Abd Razak, Nasrul Anuar
Abu Osman, Noor Azuan
Gholizadeh, Hossein
Astuti, Suryani Dyah
author_facet El Ghailassi, Ibtissam
Hashim, Nur Afiqah
Abd Razak, Nasrul Anuar
Abu Osman, Noor Azuan
Gholizadeh, Hossein
Astuti, Suryani Dyah
author_sort El Ghailassi, Ibtissam
title Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study
title_short Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study
title_full Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study
title_fullStr Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study
title_full_unstemmed Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study
title_sort investigation of emg parameters for transtibial amputees while treadmill walking with different speeds: a preliminary study
publisher Institute of Electrical and Electronics Engineers
publishDate 2024
url http://eprints.um.edu.my/45848/
https://doi.org/10.1109/ACCESS.2024.3360301
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score 13.214268