Digital signal processing with field programmable gate arrays.

Description

Preface to First Edition Preface to Second Edition Preface to Third Edition Preface to Fourth Edition Contents 1. Introduction 1.1 Overview of Digital Signal Processing (DSP) 1.2 FPGA Technology 1.3 DSP Technology Requirements 1.4 Design Implementation Exercises 2. Computer Arithmetic 2.1 Introduction 2.2 Number Representation 2.3 Binary Adders 2.4 Binary Multipliers 2.5 Binary Dividers 2.6 Fixed-Point Arithmetic Implementation 2.7 Floating-Point Arithmetic Implementation 2.8 Multiply-Accumulator (MAC) and Sum of Product (SOP) 2.9 Computation of Special Functions Using CORDIC 2.10 Computation of Special Functions using MAC Calls 2.10 Fast Magnitude Approximation Exercises 3. Finite Impulse Response (FIR) Digital 3.1 Digital Filters 3.2 FIR Theory 3.3 Designing FIR Filters 3.4 Constant Coefficient FIR Design Exercises 4. Infinite Impulse Response (IIR) Digital 4.1 IIR Theory 4.2 IIR Coefficient Computation 4.3 IIR Filter Implementation 4.4 Fast IIR Filter 4.5 Narrow Band IIR Filter 4.6 All-Pass Filter Design of Narrow Band IIR Filter Exercises 5. Multirate Signal Processing 5.1 Decimation and Interpolation 5.2 Polyphase Decomposition 5.3 Hogenauer CIC Filters 5.4 Multistage Decimator 5.5 Frequency-Sampling Filters as Bandpass Decimators 5.6 Design of Arbitrary Sampling Rate Converters 5.7 Filter Banks 5.8 Wavelets Exercises 6. Fourier Transforms 6.1 The Discrete Fourier Transform Algorithms 6.2 The Fast Fourier Transform (FFT) Algorithms 6.3 Fourier-Related Transforms Exercises 7. Communication Systems 7.1 Error Control and Cryptography 7.2 Modulation and Demodulation Exercises 8. Adaptive Systems 8.1 Application of Adaptive Systems 8.2 Optimum Estimation Techniques 8.3 The Widrow–Hoff Least Mean Square Algorithm 8.4 Transform Domain LMS Algorithms 8.5 Implementation of the LMS Algorithm 8.6 Recursive Least Square Algorithms 8.7 Comparison of LMS and RLS Parameters 8.8 Principle Component Analysis (PCA) 8.9 Independent Component Analysis (ICA) 8.10 Coding of Speech and Audio Signals Exercises 9. Microprocessor Design 9.1 History of Microprocessors 9.2 Instruction Set Design 9.3 Software Tools 9.4 FPGA Microprocessor Cores 9.5 Case Studies Exercises 10. Image and Video Processing 10.1 Overview on Image and Video Processing 10.2 Case Study 1: Edge Detection in HDL 10.3 Case Study 2: Median Filter Using an Image Processing Library 10.4 Case Study 3: Motion Detection in Video Processing Improved by Custom Co-processor Exercises Appendix A. Verilog Code of Design Examples Appendix B. Design Examples Synthesis Appendix C. VHDL and Verilog Coding Appendix D. CD-ROM Content Appendix E. Glossary References Index