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
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;
Conference_Titel :
Recent Advances in Information Technology (RAIT), 2012 1st International Conference on
Conference_Location :
Dhanbad
Print_ISBN :
978-1-4577-0694-3
DOI :
10.1109/RAIT.2012.6194542