Simulation of ECG Signals Using Coupled Aliev-Panfilov Oscillators

Computer models for ECG simulation are very useful for testing computerized ECG interpretation software and systems and for educational purposes. This work considers the recently proposed oscillatory type of the Aliev-Panfilov equation instead of the modified Van der Pol equation as the pacemaking element for a coupled three-oscillator cardiac conduction system model. We simulated ECGs of several typical arrhythmias and compared the results obtained with both model variants. By changing the pacemaker model, we expanded the capabilities of the cardiac conduction system model without changing its structure. This modification allowed us to reproduce some cardiac arrhythmias more accurately and simulate additional cardiac phenomena, such as junctional rhythms, demonstrating the advantages of using the Aliev-Panfilov equation in the model.

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Published
2024-09-27
DOI
https://doi.org/10.1109/tensymp61132.2024.10752242
Primary Topic
ECG Monitoring and Analysis
Type
article
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article

Simulation of ECG Signals Using Coupled Aliev-Panfilov Oscillators

Elena Ryzhii, M. Ryzhii, Ryuya Otsuka
ECG Monitoring and Analysis
article

Simulation of ECG Signals Using Coupled Aliev-Panfilov Oscillators

Elena Ryzhii, M. Ryzhii, Ryuya Otsuka
article en

Abstract

Computer models for ECG simulation are very useful for testing computerized ECG interpretation software and systems and for educational purposes. This work considers the recently proposed oscillatory type of the Aliev-Panfilov equation instead of the modified Van der Pol equation as the pacemaking element for a coupled three-oscillator cardiac conduction system model. We simulated ECGs of several typical arrhythmias and compared the results obtained with both model variants. By changing the pacemaker model, we expanded the capabilities of the cardiac conduction system model without changing its structure. This modification allowed us to reproduce some cardiac arrhythmias more accurately and simulate additional cardiac phenomena, such as junctional rhythms, demonstrating the advantages of using the Aliev-Panfilov equation in the model.

Fukushima Medical University (JP), University of Aizu (JP)
Affordable and clean energy
Openalex Percentile: Top 61%
ECG Monitoring and Analysis
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Simulation of ECG Signals Using Coupled Aliev-Panfilov Oscillators — Elena Ryzhii, M. Ryzhii, et al. · (2024) | TGRS Research Map | TGRS