Key result
Novel piecewise polynomial algorithm successfully generates realistic synthetic ECG signals with prescribed diagnostic parameters.
Why the study?
Real ECG signals are distorted by noise, making it difficult to test new ECG processing methods, necessitating realistic synthetic ECG signal generation.
Design
Algorithm development for ECG signal generation based on geometrical features
Authors
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Enables testing of ECG algorithms with customizable signals; leaves open validation against real clinical recordings.
A novel ECG signal generator based on geometrical features allows for the creation of realistic, noise-free synthetic ECG signals to test and calibrate signal processing algorithms.
Péter Kovács (2012) studied Electrocardiography. Geometrical feature-based ECG signal generator was evaluated on Signal reconstruction error (PRD and WDD). A novel algorithm based on piecewise polynomial approximation successfully generated realistic synthetic ECG signals with prescribed geometrical and diagnostical parameters.
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