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author:

Xu, Jinjie (Xu, Jinjie.) [1] | Chen, Wandi (Chen, Wandi.) [2] | Liu, Liangjie (Liu, Liangjie.) [3] | Jiang, Shanshan (Jiang, Shanshan.) [4] | Wang, Haonan (Wang, Haonan.) [5] | Zhang, Jiaxiang (Zhang, Jiaxiang.) [6] | Gan, Xinyan (Gan, Xinyan.) [7] | Zhou, Xiongtu (Zhou, Xiongtu.) [8] (Scholars:周雄图) | Guo, Tailiang (Guo, Tailiang.) [9] (Scholars:郭太良) | Wu, Chaoxing (Wu, Chaoxing.) [10] (Scholars:吴朝兴) | Zhang, Yongai (Zhang, Yongai.) [11] (Scholars:张永爱)

Indexed by:

EI Scopus SCIE 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 mu A 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.

Keyword:

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

Community:

  • [ 1 ] [Xu, Jinjie]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 2 ] [Chen, Wandi]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 3 ] [Liu, Liangjie]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 4 ] [Jiang, Shanshan]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 5 ] [Wang, Haonan]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 6 ] [Zhang, Jiaxiang]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 7 ] [Gan, Xinyan]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 8 ] [Zhou, Xiongtu]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 9 ] [Guo, Tailiang]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 10 ] [Wu, Chaoxing]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 11 ] [Zhang, Yongai]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 12 ] [Zhou, Xiongtu]Fujian Sci & Technol Innovat Lab Optoelect Informa, Fuzhou 350108, Peoples R China
  • [ 13 ] [Guo, Tailiang]Fujian Sci & Technol Innovat Lab Optoelect Informa, Fuzhou 350108, Peoples R China
  • [ 14 ] [Wu, Chaoxing]Fujian Sci & Technol Innovat Lab Optoelect Informa, Fuzhou 350108, Peoples R China
  • [ 15 ] [Zhang, Yongai]Fujian Sci & Technol Innovat Lab Optoelect Informa, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • 周雄图 吴朝兴 张永爱

    [Zhou, Xiongtu]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China;;[Wu, Chaoxing]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China;;[Zhang, Yongai]Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou 350108, Peoples R China;;[Zhou, Xiongtu]Fujian Sci & Technol Innovat Lab Optoelect Informa, Fuzhou 350108, Peoples R China;;[Wu, Chaoxing]Fujian Sci & Technol Innovat Lab Optoelect Informa, Fuzhou 350108, Peoples R China;;[Zhang, Yongai]Fujian Sci & Technol Innovat Lab Optoelect Informa, Fuzhou 350108, Peoples R China

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Source :

SCIENCE CHINA-MATERIALS

ISSN: 2095-8226

CN: 10-1236/TB

Year: 2024

Issue: 3

Volume: 67

Page: 887-897

6 . 8 0 0

JCR@2023

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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