Fuzzy Logic Based Classification for Multifunctional Upper Limb Prostheses

Çelik M. S., Eminoğlu İ.

Medical Technologies National Conference (TIPTEKNO), Antalya, Türkiye, 27 - 29 Ekim 2016, (Tam Metin Bildiri)

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Antalya
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: surface EMG, prosthesis, multifunctional upper limb, fuzzy logic, classification
  • Ondokuz Mayıs Üniversitesi Adresli: Evet

Özet

This paper investigate a fuzzy logic based high performance surface EMG classification algorithm for multifunctional upper limb prostheses. In this paper, we record 4 channels EMG data with surface electrodes from the forearm and aimed to recognize 8 different upper limb movements using heuristic fuzzy logic methods from these data. We use 50 surface EMG data for every function and evaluate the performance of this method.