Mini-Batch Alignment: A Deep-Learning Model for Domain Factor-Independent Feature Extraction for Wi-Fi–CSI Data

Mini-Batch Alignment: A Deep-Learning Model for Domain Factor-Independent Feature Extraction for Wi-Fi–CSI Data

Unobtrusive sensing (device-free sensing) aims to embed sensing into our daily lives. This is achievable by re-purposing communication technologies already used in our environments. Wireless Fidelity (Wi-Fi) sensing, using Channel State Information (CSI) measurement data, seems to be a perfect fit f...

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Bibliographic Details
Main Authors: Bram van Berlo, Camiel Oerlemans, Francesca Luigia Marogna, Tanir Ozcelebi, Nirvana Meratnia
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
device-free sensing
unobtrusive sensing
Wi-Fi–CSI
domain shift
domain-independent learning
domain adaptation
Online Access:https://www.mdpi.com/1424-8220/23/23/9534

Internet

https://www.mdpi.com/1424-8220/23/23/9534

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