A Fabric-Based Integrated Sensor Glove System Recognizing Hand Gesture

IF 1.1 4区 工程技术 Q3 MATERIALS SCIENCE, TEXTILES Autex Research Journal Pub Date : 2021-09-26 DOI:10.2478/aut-2021-0016
Xiaoxue Han, X. Miao, Qing Liu, Yutian Li, A. Wan
{"title":"A Fabric-Based Integrated Sensor Glove System Recognizing Hand Gesture","authors":"Xiaoxue Han, X. Miao, Qing Liu, Yutian Li, A. Wan","doi":"10.2478/aut-2021-0016","DOIUrl":null,"url":null,"abstract":"Abstract The research on wearable glove sensor system has been increasing over recent years because of the need for portability and comfort. This study presents a fabric-based integrated sensor glove system with five sensing zones. Five sensors are knitted by silver-plated nylon yarn and embedded into glove directly using intarsia technology. Various parameters including sensor elasticity, sizes of embedded sensor as well as glove are discussed, respectively. Further, selected or chosen integrated sensor glove is manufactured and tested for recognizing gestures. Results show that elasticity affects effective sensing range of knitted sensors, size has significant influence on sensors’ sensitivity, and appropriate glove size helps avoiding nonlinear sensing phenomenon. Finally, the glove system, by extracting feature data, can distinguish Chinese number gestures very well and has also the potential to recognize more hand gestures in the future.","PeriodicalId":49104,"journal":{"name":"Autex Research Journal","volume":null,"pages":null},"PeriodicalIF":1.1000,"publicationDate":"2021-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Autex Research Journal","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.2478/aut-2021-0016","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MATERIALS SCIENCE, TEXTILES","Score":null,"Total":0}
引用次数: 1

Abstract

Abstract The research on wearable glove sensor system has been increasing over recent years because of the need for portability and comfort. This study presents a fabric-based integrated sensor glove system with five sensing zones. Five sensors are knitted by silver-plated nylon yarn and embedded into glove directly using intarsia technology. Various parameters including sensor elasticity, sizes of embedded sensor as well as glove are discussed, respectively. Further, selected or chosen integrated sensor glove is manufactured and tested for recognizing gestures. Results show that elasticity affects effective sensing range of knitted sensors, size has significant influence on sensors’ sensitivity, and appropriate glove size helps avoiding nonlinear sensing phenomenon. Finally, the glove system, by extracting feature data, can distinguish Chinese number gestures very well and has also the potential to recognize more hand gestures in the future.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于织物的集成传感器手套手势识别系统
摘要近年来,由于对便携性和舒适性的需求,可穿戴手套传感器系统的研究越来越多。本研究提出了一种基于织物的集成传感器手套系统,该系统具有五个传感区。五个传感器由镀银尼龙纱线编织而成,并采用镶嵌技术直接嵌入手套中。分别讨论了传感器弹性、嵌入式传感器和手套的尺寸等参数。此外,所选择或所选择的集成传感器手套被制造并测试用于识别手势。结果表明,弹性影响针织传感器的有效传感范围,尺寸对传感器的灵敏度有显著影响,合适的手套尺寸有助于避免非线性传感现象。最后,手套系统通过提取特征数据,可以很好地区分中文数字手势,也有可能在未来识别更多的手势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Autex Research Journal
Autex Research Journal MATERIALS SCIENCE, TEXTILES-
CiteScore
2.80
自引率
9.10%
发文量
40
审稿时长
>12 weeks
期刊介绍: Only few journals deal with textile research at an international and global level complying with the highest standards. Autex Research Journal has the aim to play a leading role in distributing scientific and technological research results on textiles publishing original and innovative papers after peer reviewing, guaranteeing quality and excellence. Everybody dedicated to textiles and textile related materials is invited to submit papers and to contribute to a positive and appealing image of this Journal.
期刊最新文献
Development of an emotional response model for hospital gown design using structural equation modeling Preparation and properties of stainless steel filament/pure cotton woven fabric Network modeling of aesthetic effect for Chinese Yue Opera costume simulation images Study on the relationship between structure and moisturizing performance of seamless knitted fabrics of protein fibers for autumn and winter Antibacterial and yellowing performances of sports underwear fabric with polyamide/silver ion polyurethane filaments
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1