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Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications
Human-machine interfaces (HMIs) experience increasing requirements for intuitive and effective manipulation. Current commercialized solutions of glove-based HMI are limited by either detectable motions or the huge cost on fabrication, energy, and computing power. We propose the haptic-feedback smart...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7209995/ https://www.ncbi.nlm.nih.gov/pubmed/32494718 http://dx.doi.org/10.1126/sciadv.aaz8693 |
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author | Zhu, Minglu Sun, Zhongda Zhang, Zixuan Shi, Qiongfeng He, Tianyiyi Liu, Huicong Chen, Tao Lee, Chengkuo |
author_facet | Zhu, Minglu Sun, Zhongda Zhang, Zixuan Shi, Qiongfeng He, Tianyiyi Liu, Huicong Chen, Tao Lee, Chengkuo |
author_sort | Zhu, Minglu |
collection | PubMed |
description | Human-machine interfaces (HMIs) experience increasing requirements for intuitive and effective manipulation. Current commercialized solutions of glove-based HMI are limited by either detectable motions or the huge cost on fabrication, energy, and computing power. We propose the haptic-feedback smart glove with triboelectric-based finger bending sensors, palm sliding sensor, and piezoelectric mechanical stimulators. The detection of multidirectional bending and sliding events is demonstrated in virtual space using the self-generated triboelectric signals for various degrees of freedom on human hand. We also perform haptic mechanical stimulation via piezoelectric chips to realize the augmented HMI. The smart glove achieves object recognition using machine learning technique, with an accuracy of 96%. Through the integrated demonstration of multidimensional manipulation, haptic feedback, and AI-based object recognition, our glove reveals its potential as a promising solution for low-cost and advanced human-machine interaction, which can benefit diversified areas, including entertainment, home healthcare, sports training, and medical industry. |
format | Online Article Text |
id | pubmed-7209995 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-72099952020-06-02 Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications Zhu, Minglu Sun, Zhongda Zhang, Zixuan Shi, Qiongfeng He, Tianyiyi Liu, Huicong Chen, Tao Lee, Chengkuo Sci Adv Research Articles Human-machine interfaces (HMIs) experience increasing requirements for intuitive and effective manipulation. Current commercialized solutions of glove-based HMI are limited by either detectable motions or the huge cost on fabrication, energy, and computing power. We propose the haptic-feedback smart glove with triboelectric-based finger bending sensors, palm sliding sensor, and piezoelectric mechanical stimulators. The detection of multidirectional bending and sliding events is demonstrated in virtual space using the self-generated triboelectric signals for various degrees of freedom on human hand. We also perform haptic mechanical stimulation via piezoelectric chips to realize the augmented HMI. The smart glove achieves object recognition using machine learning technique, with an accuracy of 96%. Through the integrated demonstration of multidimensional manipulation, haptic feedback, and AI-based object recognition, our glove reveals its potential as a promising solution for low-cost and advanced human-machine interaction, which can benefit diversified areas, including entertainment, home healthcare, sports training, and medical industry. American Association for the Advancement of Science 2020-05-08 /pmc/articles/PMC7209995/ /pubmed/32494718 http://dx.doi.org/10.1126/sciadv.aaz8693 Text en Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (http://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited. |
spellingShingle | Research Articles Zhu, Minglu Sun, Zhongda Zhang, Zixuan Shi, Qiongfeng He, Tianyiyi Liu, Huicong Chen, Tao Lee, Chengkuo Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications |
title | Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications |
title_full | Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications |
title_fullStr | Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications |
title_full_unstemmed | Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications |
title_short | Haptic-feedback smart glove as a creative human-machine interface (HMI) for virtual/augmented reality applications |
title_sort | haptic-feedback smart glove as a creative human-machine interface (hmi) for virtual/augmented reality applications |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7209995/ https://www.ncbi.nlm.nih.gov/pubmed/32494718 http://dx.doi.org/10.1126/sciadv.aaz8693 |
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