DocumentCode
1854955
Title
A Control System for a Powered Prosthesis Using Positional and Myoelectric Inputs from the Shoulder Complex
Author
Losier, Y. ; Englehart, K. ; Hudgins, B.
Author_Institution
Inst. of Biomed. Eng., New Brunswick Univ., Fredericton, NB
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
6137
Lastpage
6140
Abstract
The integration of multiple input sources within a control strategy for powered upper limb prostheses could provide smoother, more intuitive multi-joint reaching movements based on the users intended motion. The work presented in this paper presents the results of using myoelectric signals (MES) of the shoulder area in combination with the position of the shoulder as input sources to multiple linear discriminant analysis classifiers. Such an approach may provide users with control signals capable of controlling three degrees of freedom (DOF). This work is another important step in the development of hybrid systems that will enable simultaneous control of multiple degrees of freedom used for reaching tasks in a prosthetic limb.
Keywords
electromyography; medical control systems; medical signal processing; prosthetics; signal classification; control system; hybrid systems; multijoint reaching movements; multiple linear discriminant analysis classifiers; myoelectric inputs; myoelectric signals; positional inputs; powered prosthesis; prosthetic limb; shoulder complex; Biomedical engineering; Control systems; Electromyography; Linear discriminant analysis; Motion analysis; Muscles; Niobium; Prosthetic limbs; Protocols; Time domain analysis; Action Potentials; Amputees; Artificial Intelligence; Electric Power Supplies; Electromyography; Equipment Failure Analysis; Feedback; Humans; Joint Prosthesis; Movement; Muscle Contraction; Pattern Recognition, Automated; Prosthesis Design; Shoulder; Task Performance and Analysis; Therapy, Computer-Assisted;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4353750
Filename
4353750
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