DocumentCode :
155817
Title :
Optimal design approach towards standard electromyography (EMG) controlled hand prosthesis system
Author :
Banerjee, Sean ; Sinha, Debprasad ; Bhatia, Sumit ; Kumari, Prapti ; Das, Zinkar ; Bandyopadhyay, Supriyo ; Neogi, Biswarup
Author_Institution :
ECE Dept., NIT, Durgapur, India
fYear :
2014
fDate :
Jan. 31 2014-Feb. 2 2014
Firstpage :
127
Lastpage :
131
Abstract :
Prosthesis is an artificial device that is the substitute of a missing body part like hand and Dexterity is the grace and ease of using the hands. Invention of the myoelectric prosthesis was the most exciting development in prosthetics in recent times. Myoelectric controlled Prosthetic Hand is very significant for handicapped person. This paper deals with an approach to achieve optimum condition of a standard myoelectric hand prosthesis system. The standard transfer function of the system is chosen to achieve the optimized response by increasing the system stability and minimizing the system error. The optimal condition has been gained by using an appropriate PI controller. Computational approach towards stability is involved here with proper and accurate optimization. Particle Swarm Optimization (PSO) technique is also introduced to eliminate the system error further.
Keywords :
PI control; electromyography; handicapped aids; medical control systems; medical signal processing; optimal control; particle swarm optimisation; prosthetics; stability; EMG controlled hand prosthesis system; PI controller; PSO technique; artificial device; handicapped person; myoelectric controlled prosthetic hand; myoelectric prosthesis; optimal design approach; particle swarm optimization technique; prosthetics; standard electromyography; standard myoelectric hand prosthesis system; standard transfer function; system error; system stability; Electromyography; Optimization; Particle swarm optimization; Prosthetics; Steady-state; Transfer functions; Tuning; controller selection; myoelectric hand prosthesis and dexterity; particle swarm optimization (pso); stability with pi tuning; steady state error;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Instrumentation, Energy and Communication (CIEC), 2014 International Conference on
Conference_Location :
Calcutta
Type :
conf
DOI :
10.1109/CIEC.2014.6959063
Filename :
6959063
Link To Document :
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