The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery
This paper presents the modelling and control of a two degree of freedom upper extremity exoskeleton for rehabilitation. The Euler-Lagrange formulation was employed to obtain the dynamic modelling of both the anthropometric based human upper limb as well as the exoskeleton that comprises of the uppe...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Springer
2017
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/14775/ http://umpir.ump.edu.my/id/eprint/14775/7/c-f46.pdf |
| _version_ | 1848819806660198400 |
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| author | Anwar, P. P. Abdul Majeed Zahari, Taha Ismail, Mohd Khairuddin Mohd Yashim, Wong Paul Tze Muhammad Amirul, Abdullah Mohd Azraai, M. Razman |
| author_facet | Anwar, P. P. Abdul Majeed Zahari, Taha Ismail, Mohd Khairuddin Mohd Yashim, Wong Paul Tze Muhammad Amirul, Abdullah Mohd Azraai, M. Razman |
| author_sort | Anwar, P. P. Abdul Majeed |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This paper presents the modelling and control of a two degree of freedom upper extremity exoskeleton for rehabilitation. The Euler-Lagrange formulation was employed to obtain the dynamic modelling of both the anthropometric based human upper limb as well as the exoskeleton that comprises of the upper arm and the forearm. A proportionalderivative (PD) architecture is employed to investigate its efficacy in performing joint-space control objectives namely the flexion/extension of the elbow joint as well as the forward adduction/abduction on the shoulder joint. An intelligent active force control (AFC) optimised by means of the Particle Swarm Optimisation (PSO) algorithm is also incorporated into the aforementioned controller to examine its effectiveness in compensating disturbances. It was found from the study that the PD- PSOAFC performed well against the disturbances introduced into the system without compromising its tracking performances as compared to the classical pure PD counterpart. |
| first_indexed | 2025-11-15T01:59:25Z |
| format | Conference or Workshop Item |
| id | ump-14775 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:59:25Z |
| publishDate | 2017 |
| publisher | Springer |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-147752018-10-09T02:49:58Z http://umpir.ump.edu.my/id/eprint/14775/ The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery Anwar, P. P. Abdul Majeed Zahari, Taha Ismail, Mohd Khairuddin Mohd Yashim, Wong Paul Tze Muhammad Amirul, Abdullah Mohd Azraai, M. Razman TS Manufactures This paper presents the modelling and control of a two degree of freedom upper extremity exoskeleton for rehabilitation. The Euler-Lagrange formulation was employed to obtain the dynamic modelling of both the anthropometric based human upper limb as well as the exoskeleton that comprises of the upper arm and the forearm. A proportionalderivative (PD) architecture is employed to investigate its efficacy in performing joint-space control objectives namely the flexion/extension of the elbow joint as well as the forward adduction/abduction on the shoulder joint. An intelligent active force control (AFC) optimised by means of the Particle Swarm Optimisation (PSO) algorithm is also incorporated into the aforementioned controller to examine its effectiveness in compensating disturbances. It was found from the study that the PD- PSOAFC performed well against the disturbances introduced into the system without compromising its tracking performances as compared to the classical pure PD counterpart. Springer 2017 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/14775/7/c-f46.pdf Anwar, P. P. Abdul Majeed and Zahari, Taha and Ismail, Mohd Khairuddin and Mohd Yashim, Wong Paul Tze and Muhammad Amirul, Abdullah and Mohd Azraai, M. Razman (2017) The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery. In: IFMBE Proceedings: 3rd International Conference on Movement, Health & Exercise (MoHE 2016) , 28-30 September 2016 , Melaka, Malaysia. pp. 56-62., 58. ISBN 978-981-10-3737-5 (Published) http://doi.org/10.1007/978-981-10-3737-5_12 |
| spellingShingle | TS Manufactures Anwar, P. P. Abdul Majeed Zahari, Taha Ismail, Mohd Khairuddin Mohd Yashim, Wong Paul Tze Muhammad Amirul, Abdullah Mohd Azraai, M. Razman The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery |
| title | The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery |
| title_full | The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery |
| title_fullStr | The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery |
| title_full_unstemmed | The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery |
| title_short | The Control of an Upper-Limb Exoskeleton by Means of a Particle Swarm Optimised Active Force Control for Motor Recovery |
| title_sort | control of an upper-limb exoskeleton by means of a particle swarm optimised active force control for motor recovery |
| topic | TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/14775/ http://umpir.ump.edu.my/id/eprint/14775/ http://umpir.ump.edu.my/id/eprint/14775/7/c-f46.pdf |