A Domain-Independent Generative Adversarial Network for Activity Recognition Using WiFi CSI Data

A Domain-Independent Generative Adversarial Network for Activity Recognition Using WiFi CSI Data

Over the past years, device-free sensing has received considerable attention due to its unobtrusiveness. In this regard, context recognition using WiFi Channel State Information (CSI) data has gained popularity, and various techniques have been proposed that combine unobtrusive sensing and deep lear...

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Bibliographic Details
Main Authors: Augustinas Zinys, Bram van Berlo, Nirvana Meratnia
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Sensors
Subjects:
device-free sensing
unobtrusive sensing
WiFi CSI
generative adversarial network
domain change
domain adaptation
Online Access:https://www.mdpi.com/1424-8220/21/23/7852

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https://www.mdpi.com/1424-8220/21/23/7852

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