DocumentCode
2810864
Title
Towards cybernetic hand: A neural network method for hand prosthesis control
Author
Rahatabad, Fereidoun Nowshiravan ; Nekoui, Mohammad Ali ; Golpaygani, Mohammad Reza Hashemi ; Fallah, Ali ; Narbat, Mehdi Kazemzadeh
Author_Institution
Islamic Azad Univ., Tehran
fYear
2007
fDate
27-29 June 2007
Firstpage
1
Lastpage
4
Abstract
Intelligent systems can feel, learn, interpret, act and correct themselves based on their last trials or forget them completely. The major goal in an intelligent system is to model the human behavior and set it up on a machine. The main control command of a cybernetic hand should be posted by the remaining healthy organs of the disabled person. These commands can be from several channels, which their recording and detecting are different and need complicated study. In this research, we suppose that, this stage has been done or in other words, the command has been already sent and detected. So the main goal is to control a long hand, which has the part above the elbow missing, by an angle indicated by the disabled. This means that, the system input is the position desired by the disabled and the output is the elbow-joint angle variation. Therefore the goal is a suitable control design based on neural network theory in order to meet the given mapping.
Keywords
adaptive systems; artificial limbs; control system synthesis; learning systems; neurocontrollers; control command; control design; cybernetic hand; disabled person; elbow-joint angle variation; hand prosthesis control; healthy organ; human behavior; intelligent system; neural network; Artificial neural networks; Control systems; Cybernetics; Elbow; Humans; Intelligent networks; Intelligent systems; Learning systems; Neural networks; Neural prosthesis; Control-system design; Upper limb prosthesis; neural network;
fLanguage
English
Publisher
ieee
Conference_Titel
Control & Automation, 2007. MED '07. Mediterranean Conference on
Conference_Location
Athens
Print_ISBN
978-1-4244-1281-5
Electronic_ISBN
978-1-4244-1282-2
Type
conf
DOI
10.1109/MED.2007.4433778
Filename
4433778
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