Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns

A review study was conducted on existing lower-limb orthosis systems for rehabilitation which implemented pneumatic muscle type of actuators with the aim to clarify the current and on-going research in this field. The implementation of pneumatic artificial muscle will play an important role for the...

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Main Authors: Dzahir, M. A. M, Nor, N. S. M., Azaman, A., Hussein, M., Mat Dzahir, M. A.
Format: Conference or Workshop Item
Language:English
Published: 2017
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Online Access:http://eprints.utm.my/id/eprint/97283/1/MAMDzahir2017_PneumaticMusclesActuatedLowerLimbOrthosis.pdf
http://eprints.utm.my/id/eprint/97283/
http://dx.doi.org/10.1051/matecconf/201713500061
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spelling my.utm.972832022-09-26T03:31:34Z http://eprints.utm.my/id/eprint/97283/ Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns Dzahir, M. A. M Nor, N. S. M. Azaman, A. Hussein, M. Mat Dzahir, M. A. TJ Mechanical engineering and machinery A review study was conducted on existing lower-limb orthosis systems for rehabilitation which implemented pneumatic muscle type of actuators with the aim to clarify the current and on-going research in this field. The implementation of pneumatic artificial muscle will play an important role for the development of the advanced robotic system. In this research a derivation model for the antagonistic mono- and bi-articular muscles using pneumatic artificial muscles of a lower limb orthosis will be verified with actual human's muscle activities models. A healthy and young male 29 years old subject with height 174cm and weight 68kg was used as a test subject. Two mono-articular muscles Vastus Medialis (VM) and Vastus Lateralis (VL) were selected to verify the mono-articular muscle models and muscle synergy between anterior muscles. Two biarticular muscles Rectus Femoris (RF) and Bicep Femoris (BF) were selected to verify the bi-articular muscle models and muscle co-contraction between anterior-posterior muscles. The test was carried out on a treadmill with a speed of 4.0 km/h, which approximately around 1.25 m/s for completing one cycle of walking motion. The data was collected for about one minute on a treadmill and 20 complete cycles of walking motion were successfully recorded. For the evaluations, the mathematical model obtained from the derivation and the actual human muscle activation patterns obtained using the surface electromyography (sEMG) system were compared and analysed. The results shown that, high correlation values ranging from 0.83 up to 0.93 were obtained in between the derivation model and the actual human muscle's model for both mono- and biarticular muscles. As a conclusion, based on the verification with the sEMG muscle activities data and its correlation values, the proposed derivation models of the antagonistic mono- and bi-articular muscles were suitable to simulate and controls the pneumatic muscles actuated lower limb orthosis. 2017 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/97283/1/MAMDzahir2017_PneumaticMusclesActuatedLowerLimbOrthosis.pdf Dzahir, M. A. M and Nor, N. S. M. and Azaman, A. and Hussein, M. and Mat Dzahir, M. A. (2017) Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns. In: 8th International Conference on Mechanical and Manufacturing Engineering, ICME 2017, 22 - 23 July 2017, Langkawi, Kedah. http://dx.doi.org/10.1051/matecconf/201713500061
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Dzahir, M. A. M
Nor, N. S. M.
Azaman, A.
Hussein, M.
Mat Dzahir, M. A.
Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns
description A review study was conducted on existing lower-limb orthosis systems for rehabilitation which implemented pneumatic muscle type of actuators with the aim to clarify the current and on-going research in this field. The implementation of pneumatic artificial muscle will play an important role for the development of the advanced robotic system. In this research a derivation model for the antagonistic mono- and bi-articular muscles using pneumatic artificial muscles of a lower limb orthosis will be verified with actual human's muscle activities models. A healthy and young male 29 years old subject with height 174cm and weight 68kg was used as a test subject. Two mono-articular muscles Vastus Medialis (VM) and Vastus Lateralis (VL) were selected to verify the mono-articular muscle models and muscle synergy between anterior muscles. Two biarticular muscles Rectus Femoris (RF) and Bicep Femoris (BF) were selected to verify the bi-articular muscle models and muscle co-contraction between anterior-posterior muscles. The test was carried out on a treadmill with a speed of 4.0 km/h, which approximately around 1.25 m/s for completing one cycle of walking motion. The data was collected for about one minute on a treadmill and 20 complete cycles of walking motion were successfully recorded. For the evaluations, the mathematical model obtained from the derivation and the actual human muscle activation patterns obtained using the surface electromyography (sEMG) system were compared and analysed. The results shown that, high correlation values ranging from 0.83 up to 0.93 were obtained in between the derivation model and the actual human muscle's model for both mono- and biarticular muscles. As a conclusion, based on the verification with the sEMG muscle activities data and its correlation values, the proposed derivation models of the antagonistic mono- and bi-articular muscles were suitable to simulate and controls the pneumatic muscles actuated lower limb orthosis.
format Conference or Workshop Item
author Dzahir, M. A. M
Nor, N. S. M.
Azaman, A.
Hussein, M.
Mat Dzahir, M. A.
author_facet Dzahir, M. A. M
Nor, N. S. M.
Azaman, A.
Hussein, M.
Mat Dzahir, M. A.
author_sort Dzahir, M. A. M
title Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns
title_short Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns
title_full Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns
title_fullStr Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns
title_full_unstemmed Pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns
title_sort pneumatic muscles actuated lower-limb orthosis model verification with actual human muscle activation patterns
publishDate 2017
url http://eprints.utm.my/id/eprint/97283/1/MAMDzahir2017_PneumaticMusclesActuatedLowerLimbOrthosis.pdf
http://eprints.utm.my/id/eprint/97283/
http://dx.doi.org/10.1051/matecconf/201713500061
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score 13.160551