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Intarsia-Sensorized Band and Textrodes for Real-Time Myoelectric Pattern Recognition
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2016 (English)In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS / [ed] Patton, J Barbieri, R Ji, J Jabbari, E Dokos, S Mukkamala, R Guiraud, D Jovanov, E Dhaher, Y Panescu, D Vangils, M Wheeler, B Dhawan, AP, Institute of Electrical and Electronics Engineers (IEEE), 2016, 6074-6077 p., 7592114Conference paper (Refereed)
Abstract [en]

Surface Electromyography (sEMG) has applications in prosthetics, diagnostics and neuromuscular rehabilitation. Self-adhesive Ag/AgCl are the electrodes preferentially used to capture sEMG in short-term studies, however their long-term application is limited. In this study we designed and evaluated a fully integrated smart textile band with electrical connecting tracks knitted with intarsia techniques and knitted textile electrodes. Real-time myoelectric pattern recognition for motor volition and signal-to-noise ratio (SNR) were used to compare its sensing performance versus the conventional Ag-AgCl electrodes. After a comprehending measurement and performance comparison of the sEMG recordings, no significant differences were found between the textile and the Ag-AgCl electrodes in SNR and prediction accuracy obtained from pattern recognition classifiers.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2016. 6074-6077 p., 7592114
Series
IEEE Engineering in Medicine and Biology Society Conference Proceedings, ISSN 1557-170X
National Category
Other Medical Engineering
Identifiers
URN: urn:nbn:se:kth:diva-208614DOI: 10.1109/EMBC.2016.7592114ISI: 000399823506105ScopusID: 2-s2.0-85009089616ISBN: 9781457702204 (print)OAI: oai:DiVA.org:kth-208614DiVA: diva2:1108116
Conference
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, Disney's Contemporary ResortOrlando, United States, 16 August 2016 through 20 August 2016
Note

QC 20170612

Available from: 2017-06-12 Created: 2017-06-12 Last updated: 2017-06-12Bibliographically approved

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf