A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement

A Novel CNN-Based Framework for Classification of Signal Quality and Sleep Position from a Capacitive ECG Measurement

The further exploration of the capacitive ECG (cECG) is hindered by frequent fluctuations in signal quality from body movement and changes in sleep position. The processing framework must be fundamentally adapted to make full use of this signal. Therefore, we propose a new signal-processing framewor...

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Bibliographic Details
Main Authors: Koshiro Kido, Toshiyo Tamura, Naoaki Ono, MD. Altaf-Ul-Amin, Masaki Sekine, Shigehiko Kanaya, Ming Huang
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Sensors
Subjects:
capacitive coupling
electrocardiogram
CNN
deep learning
sleep positions
Online Access:https://www.mdpi.com/1424-8220/19/7/1731

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