Portada del libro de Model Based Interpretation for ECG signal analysis
Título del libro:

Model Based Interpretation for ECG signal analysis

LAP LAMBERT Academic Publishing (2019-04-08 )

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ISBN-13:

978-3-659-93971-6

ISBN-10:
3659939714
EAN:
9783659939716
Idioma del libro:
Inglés
Notas y citas / Texto breve:
ECG signal analysis is very much needed for clinical diagnosis. This book describes various signal processing techniques that can be used for ECG analysis and arrhythmia detection. Five signal processing algorithms aimed at enhancement of the ECG data and subsequent arrhythmia detection are (1) Multiscale principal component analysis (MSPCA) based algorithm for enhancing the ECG data, (2) Cumulant based autoregressive modeling algorithm for ECG enhancement, (3) Higher order statistics (HOS) for arrhythmia detection, (4) Cumulant based Teager energy operator(TEO) for arrhythmia detection, (5) PVC identification using Discrete cosine transform (DCT)-Teager energy operator (TEO) model. Various statistical measures are used for performance analysis of the proposed methods. Required data for testing these algorithms is taken from Physionet Archive.
Editorial:
LAP LAMBERT Academic Publishing
Sitio web:
https://www.lap-publishing.com/
Por (autor):
Sharmila Vallem, Ashoka Reddy Komalla
Número de páginas:
160
Publicado en:
2019-04-08
Stock:
Disponible
Categoría:
Electrónica, electrotécnica, la tecnología de las comunicaciones
Precio:
71.90 €
Palabras clave:
arrhythmia, artifacts, DCT, ecg, SA Node, MSPCA, HOSA, Cumulants, PVCs, Cepstrum, Teager Energy

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