• 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