ECG signals bear vital diagnostic information regarding the behavior of the heart but produce vast amounts of data that need to be compressed and accurately reconstructed.In this paper, a Python algorithm for reconstructing ECG signals using Hermite polynomial interpolation with Chebyshev nodes is discussed.The process uses optimally positioned nodes to provide precise segment-wise approximation and altration without losing important morphological details of the ECG wave.Python coding made use of SciPy and NumPy for error estimation and interpolation.In simulations with experiments using the MIT-BIH Arrhythmia Database, it was indicated that the new Hermite-Chebyshev algorithm revealed improved reconstruction accuracy, reduced mean square error, and improved clinically useful structure preservation in waveforms.The e 训 ciency of the algorithm holds great potential for real-time compression and reconstruction of ECGs with wearable devices and telecardiology
| Jurnal | ТАТУ хабарлари |
|---|---|
| Nashriyot | Тошкент ахборот технологиялари университети |
| ISSN | 2010-9857, 2181-1083 |
| Nashr sanasi | 2025-10-22 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.61663/253tuitmct5 |
| Indeksga qo‘shilgan | 2026-09-02 |
DOI: 10.61663/253tuitmct5 · Maqolaning asl sahifasi
| APA | Noma’lum muallif (2025). Interpolation Methods of Restoration and Comprehensive Processing of the Cardiosignal. ТАТУ хабарлари. https://doi.org/10.61663/253tuitmct5 |
|---|---|
| GOST (OAK) | Noma’lum muallif Interpolation Methods of Restoration and Comprehensive Processing of the Cardiosignal // ТАТУ хабарлари. – 2025. – DOI: 10.61663/253tuitmct5. |
| MLA | Noma’lum muallif. “Interpolation Methods of Restoration and Comprehensive Processing of the Cardiosignal.” ТАТУ хабарлари, 2025. https://doi.org/10.61663/253tuitmct5 |
| Chicago | Noma’lum muallif. “Interpolation Methods of Restoration and Comprehensive Processing of the Cardiosignal.” ТАТУ хабарлари (2025). https://doi.org/10.61663/253tuitmct5 |
| Harvard | Noma’lum muallif (2025) ‘Interpolation Methods of Restoration and Comprehensive Processing of the Cardiosignal’, ТАТУ хабарлари. https://doi.org/10.61663/253tuitmct5 |
| BibTeX | @article{article2025,
title = {Interpolation Methods of Restoration and Comprehensive Processing of the Cardiosignal},
author = {Unknown},
journal = {ТАТУ хабарлари},
year = {2025},
doi = {10.61663/253tuitmct5},
url = {https://doi.org/10.61663/253tuitmct5}
} |
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