• DocumentCode
    1998693
  • Title

    Dynamic modeling and optimizations of mechanical prosthetic arm by simulation technique

  • Author

    Neogi, Biswarup ; Ghosal, Soumya ; Ghosh, Sinchan ; Bose, Tridib Kumar ; Das, Achintya

  • Author_Institution
    ECE Dept., JIS Coll. of Eng., Kalyani, India
  • fYear
    2012
  • fDate
    15-17 March 2012
  • Firstpage
    883
  • Lastpage
    888
  • Abstract
    Simulation of a mechanical system incorporating the biological control has drawn the fascination of researchers´ interest in the research field of advanced prosthetic control and artificial intelligence. This paper generates the idea of modeling of a mechanical prosthetic arm via some heuristic applications of simulation techniques. The introductory part of the paper shows the clinical study of an upper limb amputated patient. Afterwards the experimental approach for measurement of different parameters for the prosthetic arm is described. Then the sets of open loop transfer functions for the study of mechanical prosthetic arm are developed. Optimum transfer functions were initiated in the later part of the paper and finally they are tuned by traditional tuning method as well as the genetic and swarm intelligence tuning algorithms for establishing better results and more efficiency in modeling.
  • Keywords
    artificial intelligence; biocontrol; genetic algorithms; handicapped aids; open loop systems; particle swarm optimisation; patient care; prosthetics; three-term control; advanced prosthetic control; artificial intelligence; biological control; dynamic modeling; genetic algorithms; heuristic applications; mechanical prosthetic arm; open loop transfer functions; optimization; simulation techniques; swarm intelligence tuning algorithms; upper limb amputated patient; Mathematical model; Optimization; Prosthetics; Thumb; Transfer functions; Tuning; Ziegler-Nichols (ZN) method; clinical study; genetic algorithm (GA); prosthetic arm modeling; swarm intelligence optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Advances in Information Technology (RAIT), 2012 1st International Conference on
  • Conference_Location
    Dhanbad
  • Print_ISBN
    978-1-4577-0694-3
  • Type

    conf

  • DOI
    10.1109/RAIT.2012.6194542
  • Filename
    6194542