ОБЗОР ПАРАМЕТРОВ ЭЛЕКТРОМИОГРАФИЧЕСКОГО СИГНАЛА В ЗАДАЧАХ УПРАВЛЕНИЯ ПРОТЕЗОМ ПРИ АМПУТАЦИИ ВЫШЕ ЛОКТЯ
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SCIENTIFIC JOURNAL BULLETIN OF VORONEZH INSTITUTE OF HIGH TECHNOLOGIES
Online media
ISSN 2949-4443

THE OVEREVIEW OF THE FEATURES OF ELECTROMYOGRAPHIC SIGNAL IN THE TASKS OF PROSTHESIS CONTROLLING IN AMPUTATION ABOVE THE ELBOW

Vankova J.G.  

UDC 616-77

  • Abstract
  • List of references
  • About authors

This article addresses the features of EMG signal in the tasks of prosthesis controlling in amputation above the elbow. According to the support vector machine, the classification was carried out and the most informative parameter was identified.

1. Kim, K. S. Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wristmotion directions / K. S. Kim, H. H. Choi, C. S. Moon, & C. W. Mun // Current Applied Physics. – 2011. –11 (3). – pp. 740-745.

2. Phinyomark, A. Investigating longterm effects of feature extraction methods for continuous EMG pattern classification / A. Phinyomark, P. Phukpattaranont, C. Limsaku // Fluctuation and Noise Letters. – 2012. – pp. 11-19.

3. Tkach, D. Study of stability of time-domain features for electromyographic pattern recognition / D. Tkach, H. Huang, T. A. Kuiken, // Journal of NeuroEngineering and Rehabilitation. – 2010. – pp. 7-21.

4. Phinyomark, A. Feature reduction and selection for EMG signal classification / A. Phinyomark, P. Phukpattaranont, C. Limsakul, // Expert Systems with Applications. – 2012. – pp. 7420-7431.

Vankova J. G.


Moscow, Russia

Keywords: electromyogram, EMG, prosthesis, classification, support vector machine

For citation: Vankova J.G. , THE OVEREVIEW OF THE FEATURES OF ELECTROMYOGRAPHIC SIGNAL IN THE TASKS OF PROSTHESIS CONTROLLING IN AMPUTATION ABOVE THE ELBOW. Bulletin of the Voronezh Institute of High Technologies. 2019;13(1). Available from: https://vestnikvivt.ru/ru/journal/pdf?id=931 (In Russ).

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Published 31.03.2019