Development of Invisible Sensors and a Machine-Learning-Based Recognition System Used for Early Prediction of Discontinuous Bed-Leaving Behavior Patterns †

This paper presents a novel bed-leaving sensor system for real-time recognition of bed-leaving behavior patterns. The proposed system comprises five pad sensors installed on a bed, a rail sensor inserted in a safety rail, and a behavior pattern recognizer based on machine learning. The linear charac...

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Detalles Bibliográficos
Autores principales: Madokoro, Hirokazu, Nakasho, Kazuhisa, Shimoi, Nobuhiro, Woo, Hanwool, Sato, Kazuhito
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085754/
https://www.ncbi.nlm.nih.gov/pubmed/32150809
http://dx.doi.org/10.3390/s20051415

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085754/
https://www.ncbi.nlm.nih.gov/pubmed/32150809
http://dx.doi.org/10.3390/s20051415

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