Digital Signal Processing: Fundamentals and Applications

By Li Tan

Digital Signal Processing: Fundamentals and Applications

Emphasizing achievable results and conclusions through numerous worked examples, while reducing the use of mathematics for an easier grasp of the concepts, this text presents DSP principles, applications and hardware implementation issues.

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Table of Contents

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Digital Signal Processing Fundamentals and Applications

Chapter 1: Introduction to Digital Signal Processing

Chapter 2: Signal Sampling and Quantization

Chapter 3: Digital Signals and Systems

Chapter 4: Discrete Fourier Transform and Signal Spectrum

Chapter 5: The z-Transform

Chapter 6: Digital Signal Processing Systems, Basic Filtering Types, and Digital Filter Realizations

Chapter 7: Finite Impulse Response Filter Design

Chapter 8: Infinite Impulse Response Filter Design

8.2: Bilinear Transformation Design Method

8.3: Digital Butterworth and Chebyshev Filter Designs

8.33: Bandpass and Bandstop Filter Design Examples

8.4: Higher-Order Infinite Impulse Response Filter Design Using the Cascade Method

8.5: Application: Digital Audio Equalizer

8.6: Impulse Invariant Design Method

8.7: Pole-Zero Placement Method for Simple Infinite Impulse Response Filters

8.8: Realization Structures of Infinite Impulse Response Filters

8.9: Application: 60-Hz Hum Eliminator and Heart Rate Detection Using Electrocardiography

8.10: Coefficient Accuracy Effects on Infinite Impulse Response Filters

Chapter 9: Hardware and Software for Digital Signal Processors

Chapter 10: Adaptive Filters and Applications

Chapter 11: Waveform Quantization and Compression

Chapter 12: Multirate Digital Signal Processing, Oversampling of Analog-to-Digital Conversion, and Undersampling of Bandpass Signals

Chapter 13: Image Processing Basics

Appendix A: Introduction to the MATLAB Environment

Appendix B: Review of Analog Signal Processing Basics

Appendix C: Normalized Butterworth and Chebyshev Functions

Appendix D: Sinusoidal Steady-State Response of Digital Filters

Appendix E: Finite Impulse Response Filter Design Equations by the Frequency Sampling Design Method

Appendix F: Some Useful Mathematical Formulas

Answers to Selected Problems

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