Effects of Ballistocardiogram Peak Detection Jitters on the Quality of Heart Rate Variability Features: A Simulation-Based Case Study in the Context of Sleep Staging

Effects of Ballistocardiogram Peak Detection Jitters on the Quality of Heart Rate Variability Features: A Simulation-Based Case Study in the Context of Sleep Staging

Heart rate variability (HRV) features support several clinical applications, including sleep staging, and ballistocardiograms (BCGs) can be used to unobtrusively estimate these features. Electrocardiography is the traditional clinical standard for HRV estimation, but BCGs and electrocardiograms (ECG...

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Bibliographic Details
Main Authors: Ahmad Suliman, Md Rakibul Mowla, Alaleh Alivar, Charles Carlson, Punit Prakash, Balasubramaniam Natarajan, Steve Warren, David E. Thompson
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
ballistocardiogram
Bayes error
classifier
electrocardiogram
heartbeat interval
k-nearest neighbor
Online Access:https://www.mdpi.com/1424-8220/23/5/2693

Internet

https://www.mdpi.com/1424-8220/23/5/2693

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