Fuzzy systems and neural networks methods to identify hand and finger movements using surface EMG signals

  • Authors:

  • Abdelhafid Zeghbib;Frank Palis;Georgi Tsenov;Nicola Shoylev;Valeri Mladenov

  • Affiliations:

  • Otto-von-Guericke-Universität Magdeburg, Institut für Elektrische Energiesysteme, Magdeburg, Germany;Otto-von-Guericke-Universität Magdeburg, Institut für Elektrische Energiesysteme, Magdeburg, Germany;Department of Theoretical Electrical Engineering, Technical University of Sofia, Sofia, Bulgaria;Department of Electrical Engineering, University of Chemical Technology and Metallurgy, Sofia, Bulgaria;Department of Theoretical Electrical Engineering, Technical University of Sofia, Sofia, Bulgaria

  • Venue:
  • ICS'05 Proceedings of the 9th WSEAS International Conference on Systems
  • Year:
  • 2005

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Abstract

This paper presents a supervisory control scheme based on the hybrid systems theory and fuzzy events detection approach presented in [1]. The fuzzy event detector is a linguistic model, which synthesizes complex relations between process variables and ...