Title
ECG-derived respiration using Hermite expansion.
Abstract
•A new technique for a reliable estimation of the respiration using single-lead ECG is presented.•Respiratory-induced beat-to-beat variations in the ECG signal are monitored using the Hermite basis functions.•Experiments are performed over a large dataset known as Fantasia.•The proposed algorithm showed effective performance in the younger subjects but outperformed the existing methods in the elderly subjects.
Year
DOI
Venue
2018
10.1016/j.bspc.2017.08.016
Biomedical Signal Processing and Control
Keywords
Field
DocType
Respiratory rates,ECG-derived respiration,Hermite basis functions,Respiration
Correlation coefficient,Pattern recognition,Hermite polynomials,Respiratory rate,Continuous monitoring,Artificial intelligence,Basis function,QRS complex,Standard deviation,Mathematics,Principal component analysis
Journal
Volume
ISSN
Citations 
39
1746-8094
1
PageRank 
References 
Authors
0.35
11
2
Name
Order
Citations
PageRank
Hemant Sharma1111.67
K. K. Sharma2537.62