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sEMG-Based Continuous Hand Action Prediction by Using Key State Transition and Model Pruning

Conventional classification of hand motions and continuous joint angle estimation based on sEMG have been widely studied in recent years. The classification task focuses on discrete motion recognition and shows poor real-time performance, while continuous joint angle estimation evaluates the real-ti...

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Detalles Bibliográficos
Autores principales: Zheng, Kaikui, Liu, Shuai, Yang, Jinxing, Al-Selwi, Metwalli, Li, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9787629/
https://www.ncbi.nlm.nih.gov/pubmed/36560318
http://dx.doi.org/10.3390/s22249949