A Mask-Shaped Respiration Sensor Using Triboelectricity and a Machine Learning Approach toward Smart Sleep Monitoring Systems

A Mask-Shaped Respiration Sensor Using Triboelectricity and a Machine Learning Approach toward Smart Sleep Monitoring Systems

Daily sleep monitoring is limited by the needs for specialized equipment and experts. This study combines a mask-shaped triboelectric nanogenerator (M-TENG) and machine learning for facile daily sleep monitoring without the specialized equipment or experts. The fabricated M-TENG demonstrates its exc...

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Bibliographic Details
Main Authors: Jonghyeon Yun, Jihyeon Park, Suna Jeong, Deokgi Hong, Daewon Kim
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Polymers
Subjects:
triboelectric nanogenerator
smart electronics
k-mean clustering
sleep monitoring system
Online Access:https://www.mdpi.com/2073-4360/14/17/3549

Internet

https://www.mdpi.com/2073-4360/14/17/3549

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