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Action Recognition of Lower Limbs Based on Surface Electromyography Weighted Feature Method

To improve the recognition rate of lower limb actions based on surface electromyography (sEMG), an effective weighted feature method is proposed, and an improved genetic algorithm support vector machine (IGA-SVM) is designed in this paper. First, for the problem of high feature redundancy and low di...

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Detalles Bibliográficos
Autores principales: Wang, Jiashuai, Cao, Dianguo, Wang, Jinqiang, Liu, Chengyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8470121/
https://www.ncbi.nlm.nih.gov/pubmed/34577352
http://dx.doi.org/10.3390/s21186147