Device-independent Wi-Fi fingerprinting indoor localization model based on domain adaptation

Device-independent Wi-Fi fingerprinting indoor localization model based on domain adaptation

In real-world large-scale deployments of indoor localization, Wi-Fi fingerprinting approaches suffer from device diversity problem which impacts the localization accuracy significantly.A device-independent Wi-Fi fingerprint indoor localization model DeviceTransfer was proposed.Based on the domain ad...

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Bibliographic Details
Main Authors: Zenghua ZHAO, Yuefan TONG, Jiayang CUI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2022-04-01
Series:Tongxin xuebao
Subjects:
device diversity
Wi-Fi fingerprinting localization
indoor localization
domain adaptation
deep learning
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022069/
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