典型文献
Full-Fiber Auxetic-Interlaced Yarn Sensor for Sign-Language Translation Glove Assisted by Artificial Neural Network
文献摘要:
Yarn sensors have shown promis-ing application prospects in wearable electronics owing to their shape adaptability,good flexibility,and weavability.However,it is still a critical chal-lenge to develop simultaneously structure stable,fast response,body conformal,mechanical robust yarn sensor using full microfibers in an indus-trial-scalable manner.Herein,a full-fiber auxe-tic-interlaced yarn sensor(AIYS)with negative Poisson's ratio is designed and fabricated using a continuous,mass-producible,structure-program-mable,and low-cost spinning technology.Based on the unique microfiber interlaced architecture,AIYS simultaneously achieves a Poisson's ratio of-1.5,a robust mechanical property(0.6 cN/dtex),and a fast train-resistance responsiveness(0.025 s),which enhances conformality with the human body and quickly transduce human joint bending and/or stretching into electrical signals.Moreover,AIYS shows good flexibility,washability,weavability,and high repeatability.Furtherly,with the AIYS array,an ultrafast full-letter sign-language translation glove is developed using artificial neural network.The sign-language translation glove achieves an accuracy of 99.8%for all letters of the English alphabet within a short time of 0.25 s.Further-more,owing to excellent full letter-recognition ability,real-time translation of daily dialogues and complex sentences is also demonstrated.The smart glove exhibits a remarkable potential in eliminating the communication barriers between signers and non-signers.
文献关键词:
中图分类号:
作者姓名:
Ronghui Wu;Sangjin Seo;Liyun Ma;Juyeol Bae;Taesung Kim
作者机构:
Department of Mechanical Engineering,Ulsan National Institute of Science and Technology(UNIST),50 UNIST-Gil,Ulsan 44919,Republic of Korea;College of Physical Science and Technology,Xiamen University,Xiamen 361005,People's Republic of China
文献出处:
引用格式:
[1]Ronghui Wu;Sangjin Seo;Liyun Ma;Juyeol Bae;Taesung Kim-.Full-Fiber Auxetic-Interlaced Yarn Sensor for Sign-Language Translation Glove Assisted by Artificial Neural Network)[J].纳微快报(英文),2022(08):269-282
A类:
Auxetic,Interlaced,Yarn,weavability,auxe,AIYS,producible
B类:
Full,Fiber,Sensor,Sign,Language,Translation,Glove,Assisted,by,Artificial,Neural,Network,sensors,have,shown,promis,application,prospects,wearable,electronics,owing,their,shape,adaptability,good,flexibility,However,still,critical,chal,lenge,simultaneously,structure,stable,response,body,mechanical,robust,yarn,using,full,microfibers,indus,trial,scalable,manner,Herein,interlaced,negative,Poisson,ratio,designed,fabricated,continuous,mass,program,mable,low,cost,spinning,technology,Based,unique,architecture,achieves,property,cN,dtex,train,resistance,responsiveness,which,enhances,conformality,human,quickly,transduce,joint,bending,stretching,into,electrical,signals,Moreover,shows,washability,high,repeatability,Furtherly,array,ultrafast,language,translation,glove,developed,artificial,neural,network,accuracy,all,letters,English,alphabet,within,short,more,excellent,recognition,real,daily,dialogues,complex,sentences,also,demonstrated,smart,exhibits,remarkable,potential,eliminating,communication,barriers,between,signers
AB值:
0.591139
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