Evaluation of the ECG Derived Respiration in the Presence of Irregular Heart Beats

Conference paper (2020)

Authors

John F. Morales Katholieke Universiteit Leuven
R Willems University Hospital Leuven
Sabine Van Huffel Katholieke Universiteit Leuven
Carolina Varon Katholieke Universiteit Leuven, Signal Processing Systems - EEMCS
Research Group
Signal Processing Systems (EEMCS) (TU Delft)
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Published Date

2020

Language

English

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Faculty

Electrical Engineering, Mathematics and Computer Science

Department

Microelectronics

Research Group

Signal Processing Systems

Abstract

In this work, the performance of 5 methods to calculate the ECG derived respiration is compared when applied to ECG signals with irregular beats. The results suggest that approaches based on the R-peaks amplitude and the difference between the R and S waves are more stable when the number of irregular beats increases to more than 2. In addition, the approach based on Kernel PCA is the most affected by ectopic beats due to its sensitivity to outliers.

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