Insights on Mini-Batch Alignment for WiFi-CSI Data Domain Factor Independent Feature Extraction
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)（2022）
摘要
Unobtrusive sensing has the ambition to embed sensing into our daily lives. A way to achieve it is through repurposing technology that we are already used to having in our environments. Wireless Fidelity (WiFi) sensing which makes use of Channel State Information (CSI) measurement data seems to be a perfect fit for this, since WiFi networks are already omnipresent. A big challenge is that CSI data...
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关键词
Device-free sensing,unobtrusive sensing,WiFi CSI,domain shift,domain independence,domain adaptation
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