An Accurate Sleep Stages Classification Method Based on State Space Model

An Accurate Sleep Stages Classification Method Based on State Space Model

The classification of sleep stages is the process which helps to evaluate the quality of sleep and detect the sleep related disorders. Through analyzing the electroencephalography, the sleep stages can be discriminated manually by specialists. However, this can be a laboriousness work because of the...

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Bibliographic Details
Main Authors: Huaming Shen, Meihua Xu, Allon Guez, Ang Li, Feng Ran
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Electroencephalography
state-space model
system identification
sleep stages classification
Online Access:https://ieeexplore.ieee.org/document/8822706/

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