Biotechnical System for Control to the Exoskeleton Limb Based on Surface Myosignals for Rehabilitation Complexes

The aim of the study is to develop a biotechnical system of the rehabilitation type, designed to restore the motor activity of the patient's muscles through biotechnical and biological feedback. The obtained classification models of surface signals of electromyograms can be used to create intel...

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Bibliographic Details
Main Authors: Trifonov, A A, Kuzmin, A A, Filist, S A, Degtyarev, S V, Petrunina, E V
Format: Conference Proceeding
Language:English
Subjects:
biological feedback
Biological neural networks
Control systems
Electromyography
electromyosignal
exoskeleton
Exoskeletons
Muscles
neurocontroller
Solid modeling
Virtual reality
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Summary:The aim of the study is to develop a biotechnical system of the rehabilitation type, designed to restore the motor activity of the patient's muscles through biotechnical and biological feedback. The obtained classification models of surface signals of electromyograms can be used to create intelligent rehabilitation systems for patients with neurological diseases and will allow the development of diagnostic test stimulation programs that can be used to create artificial biological feedback. This will provide new predictors of the risk of socially significant diseases.
ISSN:2472-8586
DOI:10.1109/AICT50176.2020.9368588