Biomedical Signal Processing

✍ Scribed by Metin Akay (Auth.)

• Publisher: Academic Press
• Year: 1994
• Tongue: English
• Leaves: 381
• Category: Library

✦ Synopsis

Sophisticated techniques for signal processing are now available to the biomedical specialist! Written in an easy-to-read, straightforward style, Biomedical Signal Processing presents techniques to eliminate background noise, enhance signal detection, and analyze computer data, making results easy to comprehend and apply. In addition to examining techniques for electrical signal analysis, filtering, and transforms, the author supplies an extensive appendix with several computer programs that demonstrate techniques presented in the text

✦ Table of Contents

Content:
Front Matter, Page iii
Copyright, Page iv
Dedication, Page v
PREFACE, Pages xiii-xiv
Introduction to Fundamentals of Digital Signals and Systems, Page 1
CHAPTER 1 - Digital Signals and Systems, Pages 3-21
CHAPTER 2 - The z-Transform, Pages 22-33
CHAPTER 3 - Digital Filter Design, Pages 34-78
Introduction to Classical Spectral Estimation Techniques, Pages 79-80
CHAPTER 4 - Discrete and Fast Fourier Transform Algorithms, Pages 81-89
CHAPTER 5 - The Periodogram and Blackman–Tukey Methods, Pages 90-112
CHAPTER 6 - Cepstrum Analysis, Pages 113-136
Introduction to Adaptive Filters, Pages 137-138
CHAPTER 7 - Adaptive Noise Canceling, Pages 139-161
CHAPTER 8 - Adaptive Line Enhancer, Pages 162-178
CHAPTER 9 - Adaptive Zero-Tracking Methods, Pages 179-192
Introduction to Parametric Modeling Methods, Pages 193-194
CHAPTER 10 - Autoregressive (AR) Methods, Pages 195-251
CHAPTER 11 - The Autoregressive Moving Average (ARMA) Method, Pages 252-280
CHAPTER 12 - Prony's Method, Pages 281-300
APPENDIX - Relevant Programs, Pages 301-372
INDEX, Pages 373-377