PREFACE 1 INTRODUCTION 1.1 Overview of Digital Signal Processing 1.2 A Brief Introduction to MATLAB 1.3 Applications of Digital Signal Processing 1.4 Brief Overview of the Book
2 DISCRETE-TIME SIGNALS AND SYSTEMS 2.1 Discrete-time Signals 2.2 Discrete Systems 2.3 Convolution 2.4 Difference Equations 2.5 Problems
3 THE DISCRETE-TIME FOURIER ANALYSIS 3.1 The Discrete-time Fourier Transform(DTFT) 3.2 The Properties of the DTFT 3.3 The Frequency Domain Representation of LTI Systems 3.4 Sampling and Reconstruction of Analog Signals 3.5 Problems
4 THE z-TRANSFORM 4.1 The Bilateral z-Transform 4.2 Important Properties of the z-Transform 4.3 Inversion of the z-Transform 4.4 System Representation in the z-Domain 4.5 Solutions of the Difference Equations 4.6 Problems
5 THE DISCRETE FOURIER TRANSFORM 5.1 The Discrete Fourier Series 5.2 Sampling and Reconstruction in the z-Domain 5.3 The Discrete Fourier Transform 5.4 Properties of the Discrete Fourier Transform 5.5 Linear Convolution Using the DFT 5.6 The Fast Fourier Transform 5.7 Problems 6 IMPLEMENTATION OF DISCRETE-TIME FILTERS
6.1 Basic Elements 6.2 IIR Filter Structures 6.3 FIR Filter Structures 6.4 Lattice Filter Structures 6.5 Overview of Finite-Precision Numerical Effects 6.6 Representation of Numbers 6.7 The Process of Quantization and Error Characterizations 6.8 Quantization of Filter Coefficients 6.9 Problems
7 FIR FILTER DESIGN 7.1 Preliminaries 7.2 Properties of Linear-phase FIR Filters 7.3 Window Design Techniques 7.4 Frequency Sampling Design Techniques 7.5 Optimal Equiripple Design Technique 7.6 Problems
8 IIR FILTER DESIGN 8.1 Some Preliminaries 8.2 Some Special Filter Types 8.3 Characteristics of Prototype Analog Filters 8.4 Analog-to-Digital Filter Transformations 8.5 Lowpass Filter Design Using MATLAB 8.6 Frequency-band Transformations 8.7 Problems
9 SAMPLING RATE CONVERSION 9.1 Introduction 9.2 Decimation by a Factor D 9.3 Interpolation by a Factor I 9.4 Sampling Rate Conversion by a Rational Factor I/D 9.5 FIR Filter Designs for Sampling Rate Conversion 9.6 FIR Filter Structures for Sampling Rate Conversion 9.7 Problems
10 ROUND-OFF EFFECTS IN DIGITAL FILTERS 10.1 Analysis of A/D Quantization Noise 10.2 Round-off Effects in IIR Digital Filters 10.3 Round-off Effects in FIR Digital Filters 10.4 Problems BIBLIOGRAPHY