Scenario-adaptive wireless fall detection system based on few-shot learning

Scenario-adaptive wireless fall detection system based on few-shot learning

A scenario robust fall detection system based on few-shot learning (FDFL) in wireless environment was designed.The performance of existing fall detection methods based on Wi-Fi channel state information (CSI) degrades significantly across scenarios, which requires collecting and marking a large numb...

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Bibliographic Details
Main Authors: Yuting ZENG, Suzhi BI, Lili ZHENG, Xiaohui LIN, Hui WANG
Format: Article
Language:zho
Published: China InfoCom Media Group 2023-06-01
Series:物联网学报
Subjects:
Wi-Fi sensing
fall detection
CSI
cross-domain detection
few-shot learning
Online Access:http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2023.00339/
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http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2023.00339/

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