DocumentCode
3698687
Title
Modeling of a motion of hand prosthesis based on the fuzzy deductive inference scheme
Author
Alexander Bozhenyuk;Vitalii Bozheniuk;Alexandra Khamidulina
Author_Institution
Southern Federal University, Taganrog, Russia
fYear
2015
Firstpage
239
Lastpage
243
Abstract
A model for controlling hand prosthesis is developed in this paper. The hand movements are described by angles of finger and wrist flexion. The problem is set as determination of all angles using electromyography of forearm muscles. The decision-making model with basic fuzzy rule modus ponens is used to solve the problem. Input data is analyzed and transformed to fit the format of the model. Software was developed to implement the decision-making model with fuzzy rule modus ponens. The software provides calculations and visualization of output data. The key advantage of the model is smoothness of output data changes; this way a maximum approach to natural hand movements is reached.
Keywords
"Electromyography","Prosthetics","Thumb","Wrist","Electrodes","Fuzzy logic"
Publisher
ieee
Conference_Titel
Application of Information and Communication Technologies (AICT), 2015 9th International Conference on
Print_ISBN
978-1-4673-6855-1
Type
conf
DOI
10.1109/ICAICT.2015.7338554
Filename
7338554
Link To Document