Bookcover of Model Based Interpretation for ECG signal analysis
Booktitle:

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
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Sharmila Vallem, Ashoka Reddy Komalla
Number of pages:
160
Published at:
2019-04-08
Stock:
Available
Category:
Electronics, electro-technology, communications technology
Price:
6,148.17 руб
Keywords:
arrhythmia, artifacts, DCT, ecg, SA Node, MSPCA, HOSA, Cumulants, PVCs, Cepstrum, Teager Energy

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