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Simulator bio control system for restoring brush mobility

Stebakov Ivan Nikolaevich  (Orel State University named after I.S. Turgenev)

Shutin Denis Vladimirovich  (Candidate of Sciences in Technology, Associate Professor, Orel State University named after I.S. Turgenev)

Romanov Vladislav Vladimirovich  (Orel State University named after I.S. Turgenev)

The article addresses the issue of biofeedback with a simulator to restore brush mobility. A method based on the classification of the positions of the brush using the registration of electromyographic signals is proposed. A description of the simulator's operating principle is presented. The results of modeling the control system are shown. To confirm the applicability of the proposed method, an experiment was conducted to classify the positions of the brush by a neural network.

Keywords:rehabilitation, rehabilitation simulator, classification, neural networks, biocontrol.

 

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Citation link:
Stebakov I. N., Shutin D. V., Romanov V. V. Simulator bio control system for restoring brush mobility // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2020. -№07. -С. 100-107 DOI 10.37882/2223-2966.2020.07.29
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