A Wi-Fi sensing method for complex continuous human activities based on CNN-BiGRU

A Wi-Fi sensing method for complex continuous human activities based on CNN-BiGRU

Human activity sensing based on Wi-Fi channel state information (CSI) has an important application prospect in future intelligent interaction scenarios such as virtual reality, intelligent games, and the metaverse.Accurate sensing of complex and continuous human activities is an important challenge...

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Bibliographic Details
Main Authors: Yang LIU, Anming DONG, Jiguo YU, Kai ZHAO, You ZHOU
Format: Article
Language:zho
Published: China InfoCom Media Group 2023-12-01
Series:物联网学报
Subjects:
channel state information
human activity sensing
complex continuous action
convolutional neural network
bidirectional gated recurrent unit
Online Access:http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2023.00360/
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http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2023.00360/

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