Digital Signal Processing Handbook
Vijay K. Madisetti
Douglas B. Williams
Vijay K. Madisetti
Douglas B. Williams
Table of Contents
PART I Signals and Systems1 Fourier Series, Fourier Transforms, and the DFT
2 Ordinary Linear Differential and Difference Equations
3 Finite Wordlength Effects
PART II Signal Representation and Quantization
4 On Multidimensional Sampling
5 Analog-to-Digital Conversion Architectures
6 Quantization of Discrete Time Signals
PART III Fast Algorithms and Structures
7 Fast Fourier Transforms: A Tutorial Review and a State of the Art
8 Fast Convolution and Filtering
9 Complexity Theory of Transforms in Signal Processing
10 Fast Matrix Computations Andrew
11 Digital Filtering
PART V Statistical Signal Processing
12 Overview of Statistical Signal Processing Charles
13 Signal Detection and Classification
14 Spectrum Estimation and Modeling
15 Estimation Theory and Algorithms: From Gauss to Wiener to Kalman
16 Validation, Testing, and Noise Modeling
17 Cyclostationary Signal Analysis
PART VI Adaptive Filtering
18 Introduction to Adaptive Filters
19 Convergence Issues in the LMS Adaptive Filter
20 Robustness Issues in Adaptive Filtering
21 Recursive Least-Squares Adaptive Filters
22 Transform Domain Adaptive Filtering
23 Adaptive IIR Filters Geoffrey
24 Adaptive Filters for Blind Equalization
PART VII Inverse Problems and Signal Reconstruction
25 Signal Recovery from Partial Information
26 Algorithms for Computed Tomography
27 Robust Speech Processing as an Inverse Problem
28 Inverse Problems, Statistical Mechanics and Simulated Annealing
29 Image Recovery Using the EM Algorithm
30 Inverse Problems in Array Processing
31 Channel Equalization as a Regularized Inverse Problem
32 Inverse Problems in Microphone Arrays
33 Synthetic Aperture Radar Algorithms
34 Iterative Image Restoration Algorithms
PART VIII Time Frequency and Multirate Signal Processing
35 Wavelets and Filter Banks
36 Filter Bank Design
37 Time-Varying Analysis-Synthesis Filter Banks
38 Lapped Transforms
PART IX Digital Audio Communications
39 Auditory Psychophysics for Coding Applications
40 MPEG Digital Audio Coding Standards
41 Digital Audio Coding: Dolby AC-3
42 The Perceptual Audio Coder (PAC)
43 Sony Systems
PART X Speech Processing
44 Speech Production Models and Their Digital Implementations
45 Speech Coding
46 Text-to-Speech Synthesis
47 Speech Recognition by Machine Lawrence
48 Speaker Verification
49 DSP Implementations of Speech Processing
50 Software Tools for Speech Research and Development
PART XI Image and Video Processing
51 Image Processing Fundamentals
52 Still Image Compression Tor
53 Image and Video Restoration
54 Video Scanning Format Conversion and Motion Estimation
55 Video Sequence Compression Osama
56 Digital Television
57 Stereoscopic Image Processing
58 A Survey of Image Processing Software and Image Databases
59 VLSI Architectures for Image Communications
PART XII Sensor Array Processing
60 Complex Random Variables and Stochastic Processes
61 Beamforming Techniques for Spatial Filtering
62 Subspace-Based Direction Finding Methods
63 ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays
64 A Unified Instrumental Variable Approach to Direction Finding in Colored Noise Fields
65 Electromagnetic Vector-Sensor Array Processing
66 Subspace Tracking
67 Detection: Determining the Number of Sources
68 Array Processing for Mobile Communications
69 Beamforming with Correlated Arrivals in Mobile Communications
70 Space-Time Adaptive Processing for Airborne Surveillance Radar
PART XIII Nonlinear and Fractal Signal Processing
71 Chaotic Signals and Signal Processing
72 Nonlinear Maps
73 Fractal Signals
74 Morphological Signal and Image Processing
75 Signal Processing and Communication with Solitons
76 Higher-Order Spectral Analysis
PART XIV DSP Software and Hardware
77 Introduction to the TMS320 Family of Digital Signal Processors
78 Rapid Design and Prototyping of DSP Systems
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