NDLI: High-density EMG E-Textile systems for the control of active prostheses

Content Provider	IEEE Xplore Digital Library
Author	Farina, D. Lorrain, T. Negro, F. Jiang, N.
Copyright Year	2010
Description	Author affiliation: Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, DK-9220, Denmark (Farina, D.; Lorrain, T.; Negro, F.; Jiang, N.)
Abstract	Myoelectric control of active prostheses requires electrode systems that are easy to apply for daily repositioning of the electrodes by the user. In this study we propose the use of Smart Fabric and Interactive Textile (SFIT) systems as an alternative solution for recording high-density EMG signals for myoelectric control. A sleeve covering the upper and lower arm, which contains 100 electrodes arranged in four grids of 5×5 electrodes, was used to record EMG signals in 3 subjects during the execution of 9 tasks of the wrist and hand. The signals were analyzed by extracting wavelet coefficients which were classified with linear discriminant analysis. The average classification accuracy for the nine tasks was 89.1 ± 1.9 %. These results show that SFIT systems can be used as an effective way for muscle-machine interfacing.
Starting Page	3591
Ending Page	3593
File Size	823223
Page Count	3
File Format	PDF
ISBN	9781424441235
ISSN	1557170X
DOI	10.1109/IEMBS.2010.5627455
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-08-31
Publisher Place	Argentina
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Electrodes Electromyography Accuracy Wrist Skin Textiles Muscles
Content Type	Text
Resource Type	Article
Subject	Signal Processing Biomedical Engineering Health Informatics Computer Vision and Pattern Recognition

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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EMG pattern recognition control of multifunctional prostheses by transradial amputees

Performance of electromyography recorded using textile electrodes in classifying arm movements

Motion recognition for simultaneous control of multifunctional transradial prostheses

Simultaneous, Proportional, Multi-axis Prosthesis Control using Multichannel Surface EMG

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Selection of sampling rate for EMG pattern recognition based prosthesis control

Comparison of surface and intramuscular EMG pattern recognition for simultaneous wrist/hand motion classification

Stiffness and position control of a prosthetic wrist by means of an EMG interface

Classification of upper limb motions in stroke using high density surface EMG

High-density EMG E-Textile systems for the control of active prostheses

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