"Understanding Digital Signal Processing" by Richard G. Lyons

This book is quite simply the best resource for engineers and other technical professionals who want to master and apply today’s latest DSP techniques.

Comprehensive in scope and clear in approach, this book achieves the perfect balance between theory and practice, keeps math at a tolerable level, and makes DSP exceptionally accessible to beginners without ever oversimplifying it. Readers can thoroughly grasp the basics and quickly move on to more sophisticated techniques.

This edition adds extensive new coverage of FIR and IIR filter analysis techniques, digital differentiators, integrators, and matched filters.

Contents
Preface
About the Author
Chapter One. Discrete Sequences and Systems
Chapter Two. Periodic Sampling
Chapter Three. The Discrete Fourier Transform
Chapter Four. The Fast Fourier Transform
Chapter Five. Finite Impulse Response Filters
Chapter Six. Infinite Impulse Response Filters
Chapter Seven. Specialized Digital Networks and Filters
Chapter Eight. Quadrature Signals
Chapter Nine. The Discrete Hilbert Transform
Chapter Ten. Sample Rate Conversion
Chapter Eleven. Signal Averaging
Chapter Twelve. Digital Data Formats and Their Effects
Chapter Thirteen. Digital Signal Processing Tricks
Appendix A. The Arithmetic of Complex Numbers
Appendix B. Closed Form of a Geometric Series
Appendix C. Time Reversal and the DFT
Appendix D. Mean, Variance, and Standard Deviation
Appendix E. Decibels (dB and dBm)
Appendix F. Digital Filter Terminology
Appendix G. Frequency Sampling Filter Derivations
Appendix H. Frequency Sampling Filter Design Tables
Appendix I. Computing Chebyshev Window Sequences
Index

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