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RF-based Action Recognition

1 papers with code · Computer Code

Similar to many other activity recognition systems, WiFi signal is pervasive nowadays with densely deployed WiFi infrastructures in public places, which delivers the idea of ubiquitous device-free surveillance into a practical solution.

he key intuition is that Wi-Fi signals are easily distorted by human motions, and motion-induced signals could convey informative characteristics, such as intensity, regularity, and continuity.


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Greatest papers with code

Joint Activity Recognition and Indoor Localization With WiFi Fingerprints

arXiv:1904.04964 Search... Help | Advanced Search 2019 geekfeiw/apl

In this paper, we propose a novel deep learning framework for joint activity recognition and indoor localization task using WiFi Channel State Information~(CSI) fingerprints.