Some Methods for ECG Signal Analysis for Arrhythmia Detection - Softcover

Vallem, Sharmila; Komalla, Ashoka Reddy

Softcover

ISBN 10: 3330334606 ISBN 13: 9783330334601

Verlag: LAP LAMBERT Academic Publishing, 2017

Inhaltsangabe

The ECG is an electrical manifestation of contractile activity of the heart. Artifacts like 50/60 Hz power line interference, baseline wander and electromyogram will disturb the ECG morphology, making the analysis of ECG difficult.Five signal processing algorithms aimed at enhancement of the ECG data and subsequent arrhythmia detection are presented in this book. They 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. The efficiency of the algorithms, is evaluated in terms of statistical measures like Root mean square error (RMSE), Root mean square deviation (RMSD), Root mean square variance (RMSV) and correlation coefficient. The methods are compared with the existing well-known adaptive filter and Empirical mode decomposition based methods.

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Über die Autorin bzw. den Autor

Dr.Sharmila Vallem received Ph.D degree from JNTU Hyderabad, Telangana, India in 2016. She is a Professor of ECE at Kamala Institute of Technology & Science, Singapur, Karimnagar, India. Dr. Ashoka Reddy Komalla received Ph.D degree from IIT Madras, India in 2008. He is a Professor of ECE at Kakatiya Institute of Technology & Science,Warangal,India

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2017
• Sprache: Englisch
• ISBN 10: 3330334606
• ISBN 13: 9783330334601
• Einband: Taschenbuch
• Anzahl der Seiten: 140
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Edicoes Nosso Conhecimento; customerservice@vdm-vsg.de; ; SIA; Riga; 1039; Litauen