Functional evaluation of a real-time EMG controlled prosthetic hand

dc.contributor.authorKalita, Amlan Jyoti
dc.contributor.authorChanu, Maibam Pooya
dc.contributor.authorKakoty, Nayan M.
dc.contributor.authorVinjamuri, Ramana
dc.contributor.authorBorah, Satyajit
dc.date.accessioned2025-06-05T14:02:30Z
dc.date.available2025-06-05T14:02:30Z
dc.date.issued2025-04-07
dc.description.abstractElectromyogram (EMG)-controlled prosthetic hands have advanced significantly during the past two decades. However, most of the currently available prosthetic hands fail to replicate human hand functionality and controllability. To measure the emulation of the human hand by a prosthetic hand, it is important to evaluate the functional characteristics. Moreover, incorporating feedback from end users during clinical testing is crucial for the precise assessment of a prosthetic hand. The work reported in this manuscript unfolds the functional characteristics of an EMG-CoNtrolled PRosthetIC Hand called ENRICH. ENRICH is a real-time EMG controlled prosthetic hand that can grasp objects in 250.8 ± 1.1 ms, fulfilling the neuromuscular constraint of a human hand. ENRICH is evaluated in comparison to 26 laboratory prototypes and 10 commercial variants of prosthetic hands. The hand was evaluated in terms of size, weight, operation time, weight lifting capacity, finger joint range of motion, control strategy, degrees of freedom, grasp force, and clinical testing. The box and block test and pick and place test showed ENRICH’s functionality and controllability. The functional evaluation reveals that ENRICH has the potential to restore functionality to hand amputees, improving their quality of life.
dc.description.sponsorshipThe authors acknowledge that the previous version of this work was presented at Advances in Robotics 2023 and is available at https://dl.acm.org/doi/abs/10.1145/3610419.3610444. Financial support received for the project entitled “Development of A Cost-Effective EMG Controlled Prosthetic Hand” with No. GP/2021/RR/017 under IHFC-IIT Delhi and DST-INSPIRE fellowship with No. IF190773, DST, Government of India are gratefully acknowledged. The support received during the clinical testing from Relief Centre for the Welfare of Differently Abled Persons, Manipur and Regional Institute of Medical Sciences, Manipur is duly acknowledged.
dc.description.urihttps://www.cambridge.org/core/journals/wearable-technologies/article/functional-evaluation-of-a-realtime-emg-controlled-prosthetic-hand/C33453286AE62A2E0799255536F42AB4
dc.format.extent25 pages
dc.genrejournal articles
dc.identifierdoi:10.13016/m2smjb-sgeh
dc.identifier.citationKalita, Amlan Jyoti, Maibam Pooya Chanu, Nayan M. Kakoty, Ramana Kumar Vinjamuri, and Satyajit Borah. “Functional Evaluation of a Real-Time EMG Controlled Prosthetic Hand.” Wearable Technologies 6 (January 2025): e18. https://doi.org/10.1017/wtc.2025.7.
dc.identifier.urihttps://doi.org/10.1017/wtc.2025.7
dc.identifier.urihttp://hdl.handle.net/11603/38535
dc.language.isoen_US
dc.publisherCambridge University Press
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Center for Accelerated Real Time Analysis
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectelectromyogram
dc.subjectbox and block test
dc.subjectprosthetic hand
dc.subjectpick and place test
dc.titleFunctional evaluation of a real-time EMG controlled prosthetic hand
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0003-1650-5524

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