Human Activity Recognition via Wi-Fi and Inertial Sensors With Machine Learning

Human Activity Recognition via Wi-Fi and Inertial Sensors With Machine Learning

Human activity recognition (HAR) plays a crucial role in human-computer interaction, smart home, health monitoring and elderly care. However, existing methods typically utilize camera, radio frequency (RF) signals or wearable devices for activity recognition. Each single-sensor modality has its inhe...

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Bibliographic Details
Main Authors: Wei Guo, Shunsei Yamagishi, Lei Jing
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Human activity recognition
channel state information
inertial measurement unit
sensor fusion
feature fusion
Wi-Fi sensing
Online Access:https://ieeexplore.ieee.org/document/10418123/

Internet

https://ieeexplore.ieee.org/document/10418123/

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