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Scheduling Sensor Duty Cycling Based on Event Detection Using Bi-Directional Long Short-Term Memory and Reinforcement Learning

A smart home provides a facilitated environment for the detection of human activity with appropriate Deep Learning algorithms to manipulate data collected from numerous sensors attached to various smart things in a smart home environment. Human activities comprise expected and unexpected behavior ev...

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Detalles Bibliográficos
Autores principales: Diyan, Muhammad, Khan, Murad, Nathali Silva, Bhagya, Han, Kijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7583935/
https://www.ncbi.nlm.nih.gov/pubmed/32992795
http://dx.doi.org/10.3390/s20195498