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Study on the Design and Performance of a Glove Based on the FBG Array for Hand Posture Sensing

This study introduces a new wearable fiber-optic sensor glove. The glove utilizes a flexible material, polydimethylsiloxane (PDMS), and a silicone tube to encapsulate fiber Bragg gratings (FBGs). It is employed to enable the self-perception of hand posture, gesture recognition, and the prediction of...

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Autores principales: Rao, Hongcheng, Luo, Binbin, Wu, Decao, Yi, Pan, Chen, Fudan, Shi, Shenghui, Zou, Xue, Chen, Yuliang, Zhao, Mingfu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10610997/
https://www.ncbi.nlm.nih.gov/pubmed/37896588
http://dx.doi.org/10.3390/s23208495
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author Rao, Hongcheng
Luo, Binbin
Wu, Decao
Yi, Pan
Chen, Fudan
Shi, Shenghui
Zou, Xue
Chen, Yuliang
Zhao, Mingfu
author_facet Rao, Hongcheng
Luo, Binbin
Wu, Decao
Yi, Pan
Chen, Fudan
Shi, Shenghui
Zou, Xue
Chen, Yuliang
Zhao, Mingfu
author_sort Rao, Hongcheng
collection PubMed
description This study introduces a new wearable fiber-optic sensor glove. The glove utilizes a flexible material, polydimethylsiloxane (PDMS), and a silicone tube to encapsulate fiber Bragg gratings (FBGs). It is employed to enable the self-perception of hand posture, gesture recognition, and the prediction of grasping objects. The investigation employs the Support Vector Machine (SVM) approach for predicting grasping objects. The proposed fiber-optic sensor glove can concurrently monitor the motion of 14 hand joints comprising 5 metacarpophalangeal joints (MCP), 5 proximal interphalangeal joints (PIP), and 4 distal interphalangeal joints (DIP). To expand the measurement range of the sensors, a sinusoidal layout incorporates the FBG array into the glove. The experimental results indicate that the wearable sensing glove can track finger flexion within a range of 0° to 100°, with a modest minimum measurement error (Error) of 0.176° and a minimum standard deviation (SD) of 0.685°. Notably, the glove accurately detects hand gestures in real-time and even forecasts grasping actions. The fiber-optic smart glove technology proposed herein holds promising potential for industrial applications, including object grasping, 3D displays via virtual reality, and human–computer interaction.
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spelling pubmed-106109972023-10-28 Study on the Design and Performance of a Glove Based on the FBG Array for Hand Posture Sensing Rao, Hongcheng Luo, Binbin Wu, Decao Yi, Pan Chen, Fudan Shi, Shenghui Zou, Xue Chen, Yuliang Zhao, Mingfu Sensors (Basel) Article This study introduces a new wearable fiber-optic sensor glove. The glove utilizes a flexible material, polydimethylsiloxane (PDMS), and a silicone tube to encapsulate fiber Bragg gratings (FBGs). It is employed to enable the self-perception of hand posture, gesture recognition, and the prediction of grasping objects. The investigation employs the Support Vector Machine (SVM) approach for predicting grasping objects. The proposed fiber-optic sensor glove can concurrently monitor the motion of 14 hand joints comprising 5 metacarpophalangeal joints (MCP), 5 proximal interphalangeal joints (PIP), and 4 distal interphalangeal joints (DIP). To expand the measurement range of the sensors, a sinusoidal layout incorporates the FBG array into the glove. The experimental results indicate that the wearable sensing glove can track finger flexion within a range of 0° to 100°, with a modest minimum measurement error (Error) of 0.176° and a minimum standard deviation (SD) of 0.685°. Notably, the glove accurately detects hand gestures in real-time and even forecasts grasping actions. The fiber-optic smart glove technology proposed herein holds promising potential for industrial applications, including object grasping, 3D displays via virtual reality, and human–computer interaction. MDPI 2023-10-16 /pmc/articles/PMC10610997/ /pubmed/37896588 http://dx.doi.org/10.3390/s23208495 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
Rao, Hongcheng
Luo, Binbin
Wu, Decao
Yi, Pan
Chen, Fudan
Shi, Shenghui
Zou, Xue
Chen, Yuliang
Zhao, Mingfu
Study on the Design and Performance of a Glove Based on the FBG Array for Hand Posture Sensing
title Study on the Design and Performance of a Glove Based on the FBG Array for Hand Posture Sensing
title_full Study on the Design and Performance of a Glove Based on the FBG Array for Hand Posture Sensing
title_fullStr Study on the Design and Performance of a Glove Based on the FBG Array for Hand Posture Sensing
title_full_unstemmed Study on the Design and Performance of a Glove Based on the FBG Array for Hand Posture Sensing
title_short Study on the Design and Performance of a Glove Based on the FBG Array for Hand Posture Sensing
title_sort study on the design and performance of a glove based on the fbg array for hand posture sensing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10610997/
https://www.ncbi.nlm.nih.gov/pubmed/37896588
http://dx.doi.org/10.3390/s23208495
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