Biosignal Processing
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Stefan Bernhard
About this book
This book explains the principles of biosignal processing and its practical applications using MATLAB. Topics include the emergence of biosignals, electrophysiology, analog and digital biosignal processing, signal discretization, electrodes, time and frequency analysis, analog and digital filters, Fourier-transformation, z-transformation, pattern recognition, statistical data analysis, physiological modelling and applications of EEG, ECG, EMG, PCG and PPG signals. Additional scientifi c contributions on motion analysis by guest authors Prof. Dr. J. Subke and B. Schneider as well as classification of PPG signals by Dr. U. Hackstein.
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The fundamentals of biosignal processing with applications.
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With supplementary materials, exercises and MATLAB scripts and movies.
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Covers recent topics like EEG source separation, parameter estimation, classification, and machine learning
Author / Editor information
Stefan Bernhard
is Professor for medical technology and extracorporeal systems at Technical University Mittelhessen. His research is focused on cardiovascular modelling and biosignal processing.
Andreas Brensing
is Professor for medical technology at RheinMain University of Applied Sciences. His research is focused on medical application of microwave technology and biosignal processing.
Karl-Heinz Witte
is Professor of transmission technology and was lecturer in biosignal processing at RheinMain University of Applied Sciences. His research is focused on biosignal processing and modeling.
Topics
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Frontmatter
I -
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Foreword
V -
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Contents
VII -
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Image credits
XI -
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1 Introduction to Biosignal Processing
1 -
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2 Fundamentals of Information, Signal and System Theory
5 -
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3 Fundamentals of the Formation of Biosignals
51 -
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4 Measurement of Biosignals and Analog Signal Processing
91 -
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5 Methods for Discrete Processing and Analysis of Biosignals
149 -
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6 Applications and Methods in Biosignal Processing
213 -
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7 Appendix: Quantity- / Unit Symbols and Important Constants
289 -
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Bibliography
295 -
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Index
299
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Manufacturer information:
Walter de Gruyter GmbH
Genthiner Straße 13
10785 Berlin
productsafety@degruyterbrill.com
