Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition

Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition

Over the past few years, the Internet of Things (IoT) has been greatly developed with one instance being smart home devices gradually entering into people’s lives. To maximize the impact of such deployments, home-based activity recognition is required to initially recognize behaviors withi...

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Bibliographic Details
Main Authors: Wing W.Y. Ng, Shichao Xu, Ting Wang, Shuai Zhang, Chris Nugent
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
smart homes
activity recognition
localized generation error
autoencoder
stochastic sensitivity
radial basis function neural network
Online Access:https://www.mdpi.com/1424-8220/20/5/1479

Internet

https://www.mdpi.com/1424-8220/20/5/1479

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