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Digital Filters: Principles and Applications with MATLAB

ISBN: 978-0-470-77039-9
312 pages
November 2011, Wiley-IEEE Press
Digital Filters: Principles and Applications with MATLAB (0470770392) cover image
The book is not an exposition on digital signal processing (DSP) but rather a treatise on digital filters. The material and coverage is comprehensive, presented in a consistent that first develops topics and subtopics in terms it their purpose, relationship to other core ideas, theoretical and conceptual framework, and finally instruction in the implementation of digital filter devices. Each major study is supported by Matlab-enabled activities and examples, with each Chapter culminating in a comprehensive design case study.
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PREFACE ix

CHAPTER 1 INTRODUCTION TO DIGITAL SIGNAL PROCESSING 1

CHAPTER 2 SAMPLING THEOREM 11

CHAPTER 3 ALIASING 21

CHAPTER 4 DATA CONVERSION AND QUANTIZATION 29

CHAPTER 5 THE Z-TRANSFORM 41

CHAPTER 6 FINITE IMPULSE RESPONSE FILTERS 53

CHAPTER 7 WINDOW DESIGN METHOD 71

CHAPTER 8 LMS DESIGN METHOD 83

CHAPTER 9 EQUIRIPPLE DESIGN METHOD 95

CHAPTER 10 FIR: SPECIAL CASES 113

CHAPTER 11 FIR IMPLEMENTATION 127

CHAPTER 12 CLASSIC FILTER DESIGN 151

CHAPTER 13 IIR DESIGN 167

CHAPTER 14 STATE VARIABLE FILTER MODELS 183

CHAPTER 15 DIGITAL FILTER ARCHITECTURE 197

CHAPTER 16 FIXED-POINT EFFECTS 215

CHAPTER 17 IIR ARCHITECTURE ANALYSIS 231

CHAPTER 18 INTRODUCTION TO MULTIRATE SYSTEMS 249

CHAPTER 19 MULTIRATE FILTERS 263

BIBLIOGRAPHY 279

APPENDIX 281

GLOSSARY 287

INDEX 295

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FRED J. TAYLOR is co-founder and Chairman of the Board of The Athena Group. He is also Professor of Electrical Engineering and Computer and Information Science at the University of Florida. The author of ten books and holder of four patents, Dr. Taylor serves as a consultant to government agencies, industries, and Boards of Higher Education as well as the National Research Council.
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  • The book offers solution impolementations for digial filter designers
  • MATLAB files are included
  • Each chapter includes a comprehensive design case study
  • The solution implementations presented in this book is applicable to wide range of applications including communications, control, biomedicaine, transportation, military, audio, video, security, entertainment, etc.
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