A Multi-Class Automatic Sleep Staging Method Based on Photoplethysmography Signals

Automatic sleep staging with only one channel is a challenging problem in sleep-related research. In this paper, a simple and efficient method named PPG-based multi-class automatic sleep staging (PMSS) is proposed using only a photoplethysmography (PPG) signal. Single-channel PPG data were obtained...

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Bibliographic Details
Main Authors: Xiangfa Zhao, Guobing Sun
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/23/1/116