Biomedical Signal Processing and Signal Modeling

Eugene N. Bruce

520 pages, parution le 15/12/2000

Ajouter à une liste

Indisponible

Résumé

This book provides a unique framework for Understanding signal processing of biomedical signals and what it tells us about signal sources and their behavior in response to perturbation. Using a modeling-based approach, the author shows how to perform signal processing by developing and manipulating a model of the signal source, providing a logical, coherent basis for recognizing signal types and for tackling the special challenges posed by biomedical signals-including the effects of noise on the signal, changes in basic properties, or the fact that these signals contain large stochastic components and may even be fractal or chaotic.

Each chapter begins with a detailed biomedical example, illustrating the methods under discussion and highlighting the interconnection between the theoretical concepts and applications. The author has enlisted experts from numerous subspecialties in biomedical engineering to help develop these examples and has made most examples available as Matlab or Simulink files via anonymous ftp. Without the need for a background in electrical engineering, readers will become acquainted with proven techniques for analyzing biomedical signals and learn how to choose the appropriate method for a given application.

Contents

Preface
Chapter 1: The Nature of Biomedical Signals
Chapter 2: Memory and Correlation
Chapter 3: The Impulse Response
Chapter 4: Frequency Response
Chapter 5: Modeling Continuous-Time Signals as Sums of Sine Waves
Chapter 6: Responses of Linear Continuous-Time Filters to Arbitrary Inputs
Chapter 7: Modeling Signals as Sums of Discrete-Time Sine Waves
Chapter 8: Noise Removal and Signal Compensation
Chapter 9: Modeling Stochastic Signals as Filtered White Noise
Chapter 10: Scaling and Long-Term Memory
Chapter 11: Nonlinear Models of Signals
Chapter 12: Assessing Stationary and Reproducibility
Chapter 13: Bibliography
Index

L'auteur - Eugene N. Bruce

Eugene N. Bruce, Phd, is Professor at the (:enter for Biomedical Engineering, University of Kentucky, Lexington, Kentucky.

Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	Eugene N. Bruce
Parution	15/12/2000
Nb. de pages	520
Format	16 x 24
Couverture	Relié
Poids	868g
Intérieur	Noir et Blanc
EAN13	9780471345404
ISBN13	978-0-471-34540-4