Cargando…
Muscle force estimation from lower limb EMG signals using novel optimised machine learning techniques
The main objective of this work is to establish a framework for processing and evaluating the lower limb electromyography (EMG) signals ready to be fed to a rehabilitation robot. We design and build a knee rehabilitation robot that works with surface EMG (sEMG) signals. In our device, the muscle for...
Autores principales: | Mokri, Chiako, Bamdad, Mahdi, Abolghasemi, Vahid |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8854337/ https://www.ncbi.nlm.nih.gov/pubmed/35029815 http://dx.doi.org/10.1007/s11517-021-02466-z |
Ejemplares similares
-
The Influence of the sEMG Amplitude Estimation Technique on the EMG–Force Relationship
por: Ranaldi, Simone, et al.
Publicado: (2022) -
EMGD-FE: an open source graphical user interface for estimating isometric muscle forces in the lower limb using an EMG-driven model
por: Menegaldo, Luciano Luporini, et al.
Publicado: (2014) -
Voluntary EMG-to-force estimation with a multi-scale physiological muscle model
por: Hayashibe, Mitsuhiro, et al.
Publicado: (2013) -
EMG-Driven Forward-Dynamic Estimation of Muscle Force and Joint Moment about Multiple Degrees of Freedom in the Human Lower Extremity
por: Sartori, Massimo, et al.
Publicado: (2012) -
Investigation the EMG Activities of Lower Limb Muscles When Doing Squatting Exercise in Water and on Land
por: Yuen, Calvin H.N., et al.
Publicado: (2019)