Comparison of machine learning and deep learning-based methods for locomotion mode recognition using a single inertial measurement unit

Locomotion mode recognition provides the prosthesis control with the information on when to switch between different walking modes, whereas the gait phase detection indicates where we are in the gait cycle. But powered prostheses often implement a different control strategy for each locomotion mode...

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Detalles Bibliográficos
Autores principales: Vu, Huong Thi Thu, Cao, Hoang-Long, Dong, Dianbiao, Verstraten, Tom, Geeroms, Joost, Vanderborght, Bram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9745042/
https://www.ncbi.nlm.nih.gov/pubmed/36524219
http://dx.doi.org/10.3389/fnbot.2022.923164

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9745042/
https://www.ncbi.nlm.nih.gov/pubmed/36524219
http://dx.doi.org/10.3389/fnbot.2022.923164

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