A skin-like sensor for intelligent Braille recognition

doi:10.1016/j.nanoen.2019.104346

SIC OpenIR

	A skin-like sensor for intelligent Braille recognition
	Zhao, XF; Hang, CZ; Lu, HL; Xu, K; Zhang, H; Yang, F; Ma, RG; Wang, JC; Zhang, DW
	2020-02-01
Source Publication	NANO ENERGY
ISSN	2211-2855
Subtype	Article
Abstract	A flexible skin-like tactile sensor as one of the key components in the next generation for robots should have the ability to perform real-time feedback, continuous measurement, and quantization of weak target signals in the real applications (e.g. intelligent Braille recognition). Herein, inspired by human skin, a novel flexible piezoresistive tactile sensor with high sensitivity and linearity is designed and fabricated. It is composed of three main parts including the random Gaussian distribution (RGD) spinosum on polydimethylsiloxane as the top substrate, the multilayer Ti2C-MXene film as the intermediate conductive filler, and the commercial polyimide-based interdigital electrodes as the bottom substrate. The working mechanism of RGD spinosum and Ti2C-MXene films in the flexible tactile sensor are clarified by COMSOL Multiphysics simulations and density functional theory calculations, respectively. The assembled sensor demonstrates ultrahigh sensitivity, large linearity, excellent cycling stability, and fast response speed in the milliseconds. Moreover, the development of advanced neural network technology makes it possible to realize intelligent skin-like sensor. In this study, it is the first time to realize real-time Braille effective intelligent recognition by such a flexible skin-like tactile sensor with the random decision forests algorithm. This study is of great significance to solve the social and public issues of information exchange for the vision-impaired or even the blind that has been highly concerned in recent years.
DOI	10.1016/j.nanoen.2019.104346
WOS Keyword	TOTAL-ENERGY CALCULATIONS ; ELECTRONIC SKIN ; PRESSURE ; NANOWIRES ; NETWORK
Language	英语
WOS Research Area	Chemistry ; Science & Technology - Other Topics ; Materials Science ; Physics
Publisher	ELSEVIER
Citation statistics	Cited Times:2[WOS] [WOS Record] [Related Records in WOS]
Document Type	期刊论文
Identifier	http://ir.sic.ac.cn/handle/331005/28344
Collection	中国科学院上海硅酸盐研究所
Recommended Citation GB/T 7714	Zhao, XF,Hang, CZ,Lu, HL,et al. A skin-like sensor for intelligent Braille recognition[J]. NANO ENERGY,2020.
APA	Zhao, XF.,Hang, CZ.,Lu, HL.,Xu, K.,Zhang, H.,...&Zhang, DW.(2020).A skin-like sensor for intelligent Braille recognition.NANO ENERGY.
MLA	Zhao, XF,et al."A skin-like sensor for intelligent Braille recognition".NANO ENERGY (2020).

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