Fuzzy logic based classification for multifunctional upper limb prostheses

Fuzzy logic based classification for multifunctional upper limb prostheses

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 fu...

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Bibliographic Details
Published in:2016 Medical Technologies National Congress (TIPTEKNO) pp. 1 - 4
Main Authors: Celik, Mehmet Serdar, Eminoglu, Ilyas
Format: Conference Proceeding
Language:English
Published: IEEE 01-10-2016
Subjects:
classification
Electromyography
Fuzzy logic
Legged locomotion
Mathematical model
MATLAB
multifunctional upper limb
prosthesis
Prosthetics
surface EMG
Online Access:Get full text
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Summary: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.
DOI:10.1109/TIPTEKNO.2016.7863125