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Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition

Gesture recognition has been playing an increasingly important role in the field of intelligent control and human–computer interaction. Gesture recognition technology based on electromyography (EMG) with high accuracy has been widely applied. However, conventional rigid EMG electrodes do not fit the...

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Detalles Bibliográficos
Autores principales: Bai, Yanru, Li, Xiaoqing, Zheng, Chengcai, Guo, Rui, Li, Xisheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10377211/
https://www.ncbi.nlm.nih.gov/pubmed/37504091
http://dx.doi.org/10.3390/bios13070692
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author Bai, Yanru
Li, Xiaoqing
Zheng, Chengcai
Guo, Rui
Li, Xisheng
author_facet Bai, Yanru
Li, Xiaoqing
Zheng, Chengcai
Guo, Rui
Li, Xisheng
author_sort Bai, Yanru
collection PubMed
description Gesture recognition has been playing an increasingly important role in the field of intelligent control and human–computer interaction. Gesture recognition technology based on electromyography (EMG) with high accuracy has been widely applied. However, conventional rigid EMG electrodes do not fit the mechanical properties of human skin. Therefore, rigid EMG electrodes are easily influenced by body movements, and uncomfortable to wear and use for a long time. To solve these problems, a stretchable EMG electrode based on liquid metal nanoparticles was developed in this research. It is conformal with human skin because of its similar mechanical properties to skin. Liquid metal nanoparticles mixed in polymer can be connected to each other to form conductive circuits when pressed by mechanical force. Therefore, this preparation method of liquid metal flexible gel electrodes is low-cost and can be fabricated largely. Moreover, the liquid metal flexible gel electrodes have great stretch ability. Their resistance increases slightly at maximum strain state. Based on these advantages, the flexible gel electrodes are applied to arm to collect EMG signals generated by human hand movements. In addition, the signals are analyzed by artificial intelligence algorithm to realize accurate gesture recognition.
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spelling pubmed-103772112023-07-29 Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition Bai, Yanru Li, Xiaoqing Zheng, Chengcai Guo, Rui Li, Xisheng Biosensors (Basel) Article Gesture recognition has been playing an increasingly important role in the field of intelligent control and human–computer interaction. Gesture recognition technology based on electromyography (EMG) with high accuracy has been widely applied. However, conventional rigid EMG electrodes do not fit the mechanical properties of human skin. Therefore, rigid EMG electrodes are easily influenced by body movements, and uncomfortable to wear and use for a long time. To solve these problems, a stretchable EMG electrode based on liquid metal nanoparticles was developed in this research. It is conformal with human skin because of its similar mechanical properties to skin. Liquid metal nanoparticles mixed in polymer can be connected to each other to form conductive circuits when pressed by mechanical force. Therefore, this preparation method of liquid metal flexible gel electrodes is low-cost and can be fabricated largely. Moreover, the liquid metal flexible gel electrodes have great stretch ability. Their resistance increases slightly at maximum strain state. Based on these advantages, the flexible gel electrodes are applied to arm to collect EMG signals generated by human hand movements. In addition, the signals are analyzed by artificial intelligence algorithm to realize accurate gesture recognition. MDPI 2023-06-29 /pmc/articles/PMC10377211/ /pubmed/37504091 http://dx.doi.org/10.3390/bios13070692 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bai, Yanru
Li, Xiaoqing
Zheng, Chengcai
Guo, Rui
Li, Xisheng
Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition
title Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition
title_full Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition
title_fullStr Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition
title_full_unstemmed Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition
title_short Liquid Metal Flexible EMG Gel Electrodes for Gesture Recognition
title_sort liquid metal flexible emg gel electrodes for gesture recognition
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10377211/
https://www.ncbi.nlm.nih.gov/pubmed/37504091
http://dx.doi.org/10.3390/bios13070692
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