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- Publisher Website: 10.1007/s11517-020-02236-3
- Scopus: eid_2-s2.0-85089995733
- PMID: 32862364
- WOS: WOS:000563720200001
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Article: Novel approach for electromyography-controlled prostheses based on facial action
Title | Novel approach for electromyography-controlled prostheses based on facial action |
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Authors | |
Keywords | Electromyography (EMG) Prosthesis control Facial action EMG control model |
Issue Date | 2020 |
Publisher | Springer Verlag. The Journal's web site is located at https://www.springer.com/journal/11517 |
Citation | Medical & Biological Engineering & Computing, 2020, v. 58 n. 11, p. 2685-2698 How to Cite? |
Abstract | Individuals with severe tetraplegia frequently require to control their complex assistive devices using body movement with the remaining activity above the neck. Electromyography (EMG) signals from the contractions of facial muscles enable people to produce multiple command signals by conveying information about attempted movements. In this study, a novel EMG-controlled system based on facial actions was developed. The mechanism of different facial actions was processed using an EMG control model. Four asymmetric and symmetry actions were defined to control a two-degree-of-freedom (2-DOF) prosthesis. Both indoor and outdoor experiments were conducted to validate the feasibility of EMG-controlled prostheses based on facial action. The experimental results indicated that the new paradigm presented in this paper yields high performance and efficient control for prosthesis applications. |
Persistent Identifier | http://hdl.handle.net/10722/305411 |
ISSN | 2023 Impact Factor: 2.6 2023 SCImago Journal Rankings: 0.641 |
PubMed Central ID | |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Zhang, X | - |
dc.contributor.author | Li, R | - |
dc.contributor.author | Li, H | - |
dc.contributor.author | Lu, Z | - |
dc.contributor.author | Hu, Y | - |
dc.contributor.author | Alhassan, AB | - |
dc.date.accessioned | 2021-10-20T10:09:01Z | - |
dc.date.available | 2021-10-20T10:09:01Z | - |
dc.date.issued | 2020 | - |
dc.identifier.citation | Medical & Biological Engineering & Computing, 2020, v. 58 n. 11, p. 2685-2698 | - |
dc.identifier.issn | 0140-0118 | - |
dc.identifier.uri | http://hdl.handle.net/10722/305411 | - |
dc.description.abstract | Individuals with severe tetraplegia frequently require to control their complex assistive devices using body movement with the remaining activity above the neck. Electromyography (EMG) signals from the contractions of facial muscles enable people to produce multiple command signals by conveying information about attempted movements. In this study, a novel EMG-controlled system based on facial actions was developed. The mechanism of different facial actions was processed using an EMG control model. Four asymmetric and symmetry actions were defined to control a two-degree-of-freedom (2-DOF) prosthesis. Both indoor and outdoor experiments were conducted to validate the feasibility of EMG-controlled prostheses based on facial action. The experimental results indicated that the new paradigm presented in this paper yields high performance and efficient control for prosthesis applications. | - |
dc.language | eng | - |
dc.publisher | Springer Verlag. The Journal's web site is located at https://www.springer.com/journal/11517 | - |
dc.relation.ispartof | Medical & Biological Engineering & Computing | - |
dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
dc.subject | Electromyography (EMG) | - |
dc.subject | Prosthesis control | - |
dc.subject | Facial action | - |
dc.subject | EMG control model | - |
dc.title | Novel approach for electromyography-controlled prostheses based on facial action | - |
dc.type | Article | - |
dc.identifier.email | Hu, Y: yhud@hku.hk | - |
dc.identifier.authority | Hu, Y=rp00432 | - |
dc.description.nature | published_or_final_version | - |
dc.identifier.doi | 10.1007/s11517-020-02236-3 | - |
dc.identifier.pmid | 32862364 | - |
dc.identifier.pmcid | PMC7557511 | - |
dc.identifier.scopus | eid_2-s2.0-85089995733 | - |
dc.identifier.hkuros | 328182 | - |
dc.identifier.volume | 58 | - |
dc.identifier.issue | 11 | - |
dc.identifier.spage | 2685 | - |
dc.identifier.epage | 2698 | - |
dc.identifier.isi | WOS:000563720200001 | - |
dc.publisher.place | Germany | - |