Surface texture recognition network based on flexible electronic skin

Author(s):  
Yafei Wang ◽  
Bin He ◽  
Yanmin Zhou ◽  
Runze Lu ◽  
Zhipeng Wang ◽  
...  
2021 ◽  
pp. 130132
Author(s):  
Huihui Chai ◽  
Feng Chen ◽  
Zhaoxi Song ◽  
Lulu Xiong ◽  
Gang Xiao ◽  
...  

2019 ◽  
Vol 534 ◽  
pp. 618-624 ◽  
Author(s):  
ZhuanZhuan Shi ◽  
XiaoShuai Wu ◽  
HuiHui Zhang ◽  
HuiHui Chai ◽  
Chang Ming Li ◽  
...  

2019 ◽  
Vol 107 (10) ◽  
pp. 2011-2015 ◽  
Author(s):  
Ravinder Dahiya ◽  
Deji Akinwande ◽  
Joseph S. Chang

2009 ◽  
Vol 40 (1) ◽  
pp. 16 ◽  
Author(s):  
Erica Montbach ◽  
Oleg Pishnyak ◽  
Mark Lightfoot ◽  
Nick Miller ◽  
Asad Khan ◽  
...  

Nanoscale ◽  
2017 ◽  
Vol 9 (29) ◽  
pp. 10248-10255 ◽  
Author(s):  
Sungwoo Chun ◽  
Yeonhai Choi ◽  
Dong Ik Suh ◽  
Gi Yoon Bae ◽  
Sangil Hyun ◽  
...  

A flexible tactile sensor using single layer graphene that can detect surface texture based on a single sensor architecture.


Small ◽  
2018 ◽  
Vol 14 (35) ◽  
pp. 1870161
Author(s):  
Yongbiao Wan ◽  
Zhiguang Qiu ◽  
Jun Huang ◽  
Jingyi Yang ◽  
Qi Wang ◽  
...  

Sensors ◽  
2019 ◽  
Vol 19 (4) ◽  
pp. 794 ◽  
Author(s):  
Xiaozhou Lü ◽  
Jiayi Yang ◽  
Liang Qi ◽  
Weimin Bao ◽  
Liang Zhao ◽  
...  

Electronic skin with high sensitivity, rapid response, and long-term stability has great value in robotics, biomedicine, and in other fields. However, electronic skin still has challenges in terms of sensitivity and response time. In order to solve this problem, flexible electronic skin with high sensitivity and the fast response was proposed, based on piezoresistive graphene films. The electronic skin was a pressure sensor array, composed of a 4 × 4 tactile sensing unit. Each sensing unit contained three layers: The underlying substrate (polyimide substrate), the middle layer (graphene/polyethylene terephthalate film), and the upper substrate bump (polydimethylsiloxane). The results of the measurement and analysis experiments, designed in this paper, indicated that the flexible electronic skin achieved a positive resistance characteristic in the range of 0 kPa–600 kPa, a sensitivity of 10.80 Ω /kPa in the range of 0 kPa–4 kPa, a loading response time of 10 ms, and a spatial resolution of 5 mm. In addition, the electronic skin realized shape detection on a regular-shaped object, based on the change in the resistance value of each unit. The high sensitivity flexible electronic skin designed in this paper has important application prospects in medical diagnosis, artificial intelligence, and other fields.


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