SmartWall: Novel RFID-Enabled Ambient Human Activity Recognition Using Machine Learning for Unobtrusive Health Monitoring

SmartWall: Novel RFID-Enabled Ambient Human Activity Recognition Using Machine Learning for Unobtrusive Health Monitoring

Human activity recognition (HAR) from sensor readings has proved to be an effective approach in pervasive computing for smart healthcare. Recent approaches in ambient assisted living (AAL) within the home or community setting offers people the prospect of independent care and improved quality of liv...

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Bibliographic Details
Main Authors: George A. Oguntala, Raed A. Abd-Alhameed, Nazar T. Ali, Yim-Fun Hu, James M. Noras, Nnabuike N. Eya, Issa Elfergani, Jonathan Rodriguez
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Ambient assisted living
human activity recognition
machine learning
multivariate Gaussian
pervasive computing
Online Access:https://ieeexplore.ieee.org/document/8716524/

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