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author:

Xu, J. (Xu, J..) [1] | Chen, W. (Chen, W..) [2] | Liu, L. (Liu, L..) [3] | Jiang, S. (Jiang, S..) [4] | Wang, H. (Wang, H..) [5] | Zhang, J. (Zhang, J..) [6] | Gan, X. (Gan, X..) [7] | Zhou, X. (Zhou, X..) [8] | Guo, T. (Guo, T..) [9] | Wu, C. (Wu, C..) [10] | Zhang, Y. (Zhang, Y..) [11]

Indexed by:

Scopus CSCD

Abstract:

Various techniques based on electronic or optical signals have been developed to perceive body movements, which is essential in several fields such as healthcare, rehabilitation, and human-computer interaction. However, these signals are obtained externally, not from within the body. In this study, we introduce an electronic skin (e-skin) body motion sensor prepared using organic polymers and metal fabric to detect motion through the body’s electro-induction (EI) via contact with the ground and shoes or through intrinsic contact electrification of the skin. The device can achieve an EI signal up to 450 V and charge data of 40 V and 2.45 when it is detached from the contacted skin. Moreover, the signal can be automatically extracted and trained using the state-of-the-art deep learning techniques. The sensor can accurately track sleep activity with an accuracy rate of 96.55%. This wearable motion sensor can be seamlessly combined with the Internet of Things technology for multifunctional applications, highlighting its potential applications in human activity recognition and artificial intelligence. © Science China Press 2024.

Keyword:

1D-CNN contact-separation electrification e-skin human activity recognition sleep motion recognition

Community:

  • [ 1 ] [Xu J.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 2 ] [Chen W.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 3 ] [Liu L.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 4 ] [Jiang S.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 5 ] [Wang H.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 6 ] [Zhang J.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 7 ] [Gan X.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 8 ] [Zhou X.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 9 ] [Zhou X.]Fujian Science & amp
  • [ 10 ] Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, 350108, China
  • [ 11 ] [Guo T.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 12 ] [Guo T.]Fujian Science & amp
  • [ 13 ] Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, 350108, China
  • [ 14 ] [Wu C.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 15 ] [Wu C.]Fujian Science & amp
  • [ 16 ] Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, 350108, China
  • [ 17 ] [Zhang Y.]College of Physics and Information Engineering, Fuzhou University, Fuzhou, 350108, China
  • [ 18 ] [Zhang Y.]Fujian Science & amp
  • [ 19 ] Technology Innovation Laboratory for Optoelectronic Information of China, Fuzhou, 350108, China

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Source :

Science China Materials

ISSN: 2095-8226

Year: 2024

Issue: 3

Volume: 67

Page: 887-897

6 . 8 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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