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Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti(3)C(2)T(x) MXene @ Melamine Foam for Human Gesture Monitoring and Recognition
Flexible sensing devices provide a convenient and effective solution for real-time human motion monitoring, but achieving efficient and low-cost assembly of pressure sensors with high performance remains a considerable challenge. Herein, a highly compressible and sensitive flexible foam-shaped piezo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9268708/ https://www.ncbi.nlm.nih.gov/pubmed/35808061 http://dx.doi.org/10.3390/nano12132225 |
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author | Su, Yue Ma, Kainan Mao, Xurui Liu, Ming Zhang, Xu |
author_facet | Su, Yue Ma, Kainan Mao, Xurui Liu, Ming Zhang, Xu |
author_sort | Su, Yue |
collection | PubMed |
description | Flexible sensing devices provide a convenient and effective solution for real-time human motion monitoring, but achieving efficient and low-cost assembly of pressure sensors with high performance remains a considerable challenge. Herein, a highly compressible and sensitive flexible foam-shaped piezoresistive pressure sensor was prepared by sequential fixing multiwalled carbon nanotubes and [Formula: see text] MXene on the skeleton of melamine foam. Due to the porous skeleton of the melamine foam and the extraordinary electrical properties of the conductive fillers, the obtained MWCNTs/ [Formula: see text] MXene @ melamine foam device features high sensitivity of 0.339 kPa [Formula: see text] , a wide working range up to 180 kPa, a desirable response time and excellent cyclic stability. The sensing mechanism of the composite foam device is attributed to the change in the conductive pathways between adjacent porous skeletons. The proposed sensor can be used successfully to monitor human gestures in real-time, such as finger bending and tilting, scrolling the mouse and stretching fingers. By combining with the decision tree algorithm, the sensor can unambiguously classify different Arabic numeral gestures with an average recognition accuracy of 98.9%. Therefore, our fabricated foam-shaped sensor may have great potential as next-generation wearable electronics to accurately acquire and recognize human gesture signals in various practical applications. |
format | Online Article Text |
id | pubmed-9268708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92687082022-07-09 Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti(3)C(2)T(x) MXene @ Melamine Foam for Human Gesture Monitoring and Recognition Su, Yue Ma, Kainan Mao, Xurui Liu, Ming Zhang, Xu Nanomaterials (Basel) Article Flexible sensing devices provide a convenient and effective solution for real-time human motion monitoring, but achieving efficient and low-cost assembly of pressure sensors with high performance remains a considerable challenge. Herein, a highly compressible and sensitive flexible foam-shaped piezoresistive pressure sensor was prepared by sequential fixing multiwalled carbon nanotubes and [Formula: see text] MXene on the skeleton of melamine foam. Due to the porous skeleton of the melamine foam and the extraordinary electrical properties of the conductive fillers, the obtained MWCNTs/ [Formula: see text] MXene @ melamine foam device features high sensitivity of 0.339 kPa [Formula: see text] , a wide working range up to 180 kPa, a desirable response time and excellent cyclic stability. The sensing mechanism of the composite foam device is attributed to the change in the conductive pathways between adjacent porous skeletons. The proposed sensor can be used successfully to monitor human gestures in real-time, such as finger bending and tilting, scrolling the mouse and stretching fingers. By combining with the decision tree algorithm, the sensor can unambiguously classify different Arabic numeral gestures with an average recognition accuracy of 98.9%. Therefore, our fabricated foam-shaped sensor may have great potential as next-generation wearable electronics to accurately acquire and recognize human gesture signals in various practical applications. MDPI 2022-06-29 /pmc/articles/PMC9268708/ /pubmed/35808061 http://dx.doi.org/10.3390/nano12132225 Text en © 2022 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 Su, Yue Ma, Kainan Mao, Xurui Liu, Ming Zhang, Xu Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti(3)C(2)T(x) MXene @ Melamine Foam for Human Gesture Monitoring and Recognition |
title | Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti(3)C(2)T(x) MXene @ Melamine Foam for Human Gesture Monitoring and Recognition |
title_full | Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti(3)C(2)T(x) MXene @ Melamine Foam for Human Gesture Monitoring and Recognition |
title_fullStr | Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti(3)C(2)T(x) MXene @ Melamine Foam for Human Gesture Monitoring and Recognition |
title_full_unstemmed | Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti(3)C(2)T(x) MXene @ Melamine Foam for Human Gesture Monitoring and Recognition |
title_short | Highly Compressible and Sensitive Flexible Piezoresistive Pressure Sensor Based on MWCNTs/Ti(3)C(2)T(x) MXene @ Melamine Foam for Human Gesture Monitoring and Recognition |
title_sort | highly compressible and sensitive flexible piezoresistive pressure sensor based on mwcnts/ti(3)c(2)t(x) mxene @ melamine foam for human gesture monitoring and recognition |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9268708/ https://www.ncbi.nlm.nih.gov/pubmed/35808061 http://dx.doi.org/10.3390/nano12132225 |
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