| Performance of electromyography recorded using textile electrodes in classifying arm movements. | |
MedLine Citation:
|
PMID: 22255276 Owner: NLM Status: MEDLINE |
Abstract/OtherAbstract:
|
Electromyography (EMG) signals are commonly recorded using the Ag/AgCl gel electrodes in myoelectric prosthetic control. While a gelled electrode may provide high-quality EMG recordings, it is inconvenient in clinical application of a myoelectric prosthesis. A novel type of signal sensors-textile electrodes should be ideal in control of myoelectric prostheses. However, it is unknown whether the performance of textile electrodes is comparable to commonly used electrodes in classifying arm movements. In this study, the custom-made bipolar textile electrodes were fabricated using copper-based nickel-plated conductive fabric and were used to record EMG signals. The performance of EMG signals recorded with textile electrodes in identifying nine arm and hand movements were investigated. Our pilot results showed that the average classification accuracy across six able-bodied subjects was 94.05% when using textile electrodes and 94.26% when using conventional electrodes, with no significant difference between the two types of electrodes (p=0.81). The pilot results suggest that the textile electrodes could achieve similar performance in classifying arm movements in control of myoelectric prostheses as the gelled metal electrodes. |
Authors:
|
Guanglin Li; Yanjuan Geng; Dandan Tao; Ping Zhou |
Related Documents
:
|
9242276 - Evidence of stimulus-dependent correlated activity in the dorsal cochlear nucleus of de... 23516606 - Red light stimulates feeding motivation in fish but does not improve growth. 21893876 - Using a robotic arm to assess the variability of motion sensors. 1320946 - The relationship between the gabor elementary function and a stochastic model of the in... 19865316 - Angular dependence of light transmittance through a polymer-dispersed liquid crystal ab... 9706036 - Motoneuronal pre-compensation for the low-pass filter characteristics of muscle. a quan... |
Publication Detail:
|
Type: Journal Article; Research Support, Non-U.S. Gov't |
Journal Detail:
|
Title: Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference Volume: 2011 ISSN: 1557-170X ISO Abbreviation: Conf Proc IEEE Eng Med Biol Soc Publication Date: 2011 |
Date Detail:
|
Created Date: 2012-01-18 Completed Date: 2012-07-09 Revised Date: 2014-08-21 |
Medline Journal Info:
|
Nlm Unique ID: 101243413 Medline TA: Conf Proc IEEE Eng Med Biol Soc Country: United States |
Other Details:
|
Languages: eng Pagination: 4243-6 Citation Subset: IM |
Export Citation:
|
APA/MLA Format Download EndNote Download BibTex |
| MeSH Terms | |
Descriptor/Qualifier:
|
Arm
/
physiology* Electrodes Electromyography / methods* Humans Movement* |
From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
Previous Document: Estimating bladder pressure from sacral dorsal root ganglia recordings.
Next Document: A multi-modal approach for hand motion classification using surface EMG and accelerometers.