ECG Denoising Based on Total Variation Denoising and Wavelets

2023
ISBN: 978-3-031-25269-3
Verlag: Springer International Publishing

Buch, Englisch, 55 Seiten, Format (B × H): 168 mm x 240 mm, Gewicht: 132 g

Reihe: Synthesis Lectures on Biomedical Engineering

This book details a number of electrocardiogram (ECG) denoising techniques based on total variation denoising and different wavelet transforms. The transforms covered include Lifting Wavelet Transform (LWT) and the Stationary Bionic Wavelet Transform (SBWT). The book includes three chapters that are wavelets and wavelet transforms, a denoising technique based on SBWT and WATV, and an ECG denoising technique based on LWT and TVM. The book is relevant to researchers, students, and academics in signal processing and biomedical engineering.

Zielgruppe

Research

Autoren/Hrsg.

Mourad, Talbi

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Signalverarbeitung

Inhaltsverzeichnis

Chapter 1 Wavelets and Wavelet Transforms.- Chapter 2 A denoising technique based on SBWT and WATV: Application for ECG denoising.- Chapter 3 An ECG Denoising Technique Based on LWT and TVM.

Über Autor(innen)

Mourad Talbi is an Associate Professor in Electrical Engineering in the Center of Researches and Technologies of Energy of Borj Cedria, Tunis, Tunisia. He has obtained his Master degree in automatics and signal processing in National Engineering School of Tunis in 2004. He has obtained his PhD Thesis in Electronics in Faculty of Sciences of Tunis, and his HDR in Electronics in Faculty of sciences of Tunis.