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Device-Free Through-the-Wall Activity Recognition Using Bi-Directional Long Short-Term Memory and WiFi Channel State Information

Zi-Yuan Gong Xiang Lu Yu-Xuan Liu Huan-Huan Hou Rui Zhou

电子科技学刊2021，Vol.19Issue(4)：357-368,12.
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电子科技学刊2021，Vol.19Issue(4)：357-368,12.DOI:10.11989/JEST.1674-862X.90517013

Device-Free Through-the-Wall Activity Recognition Using Bi-Directional Long Short-Term Memory and WiFi Channel State Information

Device-Free Through-the-Wall Activity Recognition Using Bi-Directional Long Short-Term Memory and WiFi Channel State Information

Zi-Yuan Gong 1Xiang Lu 1Yu-Xuan Liu 1Huan-Huan Hou 1Rui Zhou1

作者信息

  • 1. School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu 610054
  • 折叠

摘要

关键词

Activity recognition/bi-directional long short-term memory (Bi-LSTM)/channel state information (CSI)/device-free/through-the-wall

Key words

Activity recognition/bi-directional long short-term memory (Bi-LSTM)/channel state information (CSI)/device-free/through-the-wall

引用本文复制引用

Zi-Yuan Gong,Xiang Lu,Yu-Xuan Liu,Huan-Huan Hou,Rui Zhou..Device-Free Through-the-Wall Activity Recognition Using Bi-Directional Long Short-Term Memory and WiFi Channel State Information[J].电子科技学刊,2021,19(4):357-368,12.

基金项目

This work was supported by the Key Research and Development Projects of Sichuan Science and Technology Department under Grant No. 2018GZ0464 （）

the UESTC-ZHIXIAOJING Joint Research Center of Smart Home under Grant No. H04W210180. （）

电子科技学刊

OACSCD

1674-862X

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