High-density EMG e-textile systems for the control of active prostheses

Dario Farina, Thomas Lorrain, Francesco Negro, Ning Jiang

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45 Citationer (Scopus)

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.
OriginalsprogEngelsk
Titel2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 31 August-4 September 2010, Buenos Aires, Argentina
ForlagIEEE Press
Publikationsdato2010
Sider3591-3593
ISBN (Trykt)978-1-4244-4123-5
DOI
StatusUdgivet - 2010
BegivenhedAnnual International Conference of the IEEE Engineering in Medicine and Biology Society - Buenos Aires, Argentina
Varighed: 31 aug. 20104 sep. 2010
Konferencens nummer: 32
http://embc2010.embs.org/

Konference

KonferenceAnnual International Conference of the IEEE Engineering in Medicine and Biology Society
Nummer32
Land/OmrådeArgentina
ByBuenos Aires
Periode31/08/201004/09/2010
Internetadresse
NavnIEEE Engineering in Medicine and Biology Society. Conference Proceedings
ISSN2375-7477

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