• DocumentCode
    2308372
  • Title

    Modeling, Design and Construction of Articulated Hand for Use in Prosthetics, with Adaptive Control in Neural Networks Based on Mathematical Model for Finger

  • Author

    Soto, Emilio ; Baez, Oscar ; Sosa, Sergio

  • Author_Institution
    Postgrad. Dept. & Basic Sci., Technol. Inst. of Puebla, Puebla, Mexico
  • fYear
    2010
  • fDate
    8-13 Nov. 2010
  • Firstpage
    107
  • Lastpage
    112
  • Abstract
    An Articulated hand model was designed and built by CAD-CAM software, analyzed by finite element in the structure; the hand was made for a 3D printer in a first time, the construction of each finger suggested a mathematical model that describes the Inertia Matrix, Gravitational Matrix, and the Coreolis Matrix; the resulting mathematical model is three degrees of freedom, the finger control is based for Neural Networks that determine the behavior of the actuators independent of each phalanx. Such movements react to capture a myoelectric signal, from amputee arm trans-radius, processing the myoelectric signal determines the closure or opening of the hand with fingers. The electrode design was created with a structural materials in carbon fiber to delete the spurious signals, and obtain a clean command signal.
  • Keywords
    CAD/CAM; actuators; adaptive control; electromyography; finite element analysis; medical signal processing; neurocontrollers; prosthetics; 3D printer; CAD-CAM software; Coreolis matrix; actuator; adaptive control; articulated hand; carbon fiber; electrode design; finger control; finite element analysis; gravitational matrix; inertia matrix; mathematical model; myoelectric signal; neural network; prosthetics; Adaptive Control by Neural Networks; Mathematical Model of 3G; Myoelectric Signal; Prosthetics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence (MICAI), 2010 Ninth Mexican International Conference on
  • Conference_Location
    Pachuca
  • Print_ISBN
    978-0-7695-4284-3
  • Type

    conf

  • DOI
    10.1109/MICAI.2010.34
  • Filename
    5699179