Investigation of Power Specific Motor Primitives in an Upper Limb Rotational Motion
| Autor: | Gannon White, Ashar Turky Abd, Kamran Iqbal, Rajat Emanuel Singh |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Cognitive Neuroscience
Movement Biophysics Experimental and Cognitive Psychology Electromyography 050105 experimental psychology Non-negative matrix factorization Matrix decomposition Upper Extremity 03 medical and health sciences 0302 clinical medicine Control theory Modulation (music) medicine Humans 0501 psychology and cognitive sciences Orthopedics and Sports Medicine Muscle Skeletal Mathematics medicine.diagnostic_test 05 social sciences Cosine similarity Rotation around a fixed axis Power (physics) Bicycling medicine.anatomical_structure Upper limb 030217 neurology & neurosurgery |
| Zdroj: | Journal of motor behavior. 54(1) |
| ISSN: | 1940-1027 |
| Popis: | The purpose of this study was to investigate muscle synergies (MS) during upper limb cycling motion across power levels (20, 40, 60, 80, 100, and 120 watts). The MS hypothesis is important to the understanding of modular control for human movements. In this study, we explore its importance in execution of phasic movements at various power levels. Electromyographic (EMG) signals were recorded from 7 upper limb muscles during cycling for 30s on a hand-cycle ergometer. A Non-Negative Matrix factorization (NNMF) algorithm was used to extract MS. Cosine similarity was used to compare the MS and cross-correlation was used to compare activation coefficients. We found that the number and structure of synergies were consistent across power levels while admitting modulation in their activation coefficients. A total of three shared MS explaining ≥95% of the variance accounted for (VAF) represented push and pull mechanism during cyclic motion. |
| Databáze: | OpenAIRE |
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