Digital Signal Processing Handbook.pdf

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Contents
PART I
1
2
3
Signals and Systems
Fourier Series, Fourier Transforms, and the DFT
W. Kenneth Jenkins
Ordinary Linear Differential and Difference Equations
B.P. Lathi
Finite Wordlength Effects
Bruce W. Bomar
PART II
4
5
6
Signal Representation and Quantization
On Multidimensional Sampling
Ton Kalker
Analog-to-Digital Conversion Architectures
Stephen Kosonocky and Peter Xiao
Quantization of Discrete Time Signals
Ravi P. Ramachandran
PART III
7
8
9
10
11
Fast Algorithms and Structures
Fast Fourier Transforms: A Tutorial Review and a State of the Art
P. Duhamel and M.
Vetterli
Fast Convolution and Filtering
Ivan W. Selesnick and C. Sidney Burrus
Complexity Theory of Transforms in Signal Processing
Ephraim Feig
Fast Matrix Computations
Andrew E. Yagle
Digital Filtering
Lina J. Karam, James H. McClellan, Ivan W. Selesnick, and C. Sidney
Burrus
PART V Statistical Signal Processing
12
13
14
15
16
17
Overview of Statistical Signal Processing
Charles W. Therrien
Signal Detection and Classification
Alfred Hero
Spectrum Estimation and Modeling
Petar M. Djuri´ and Steven M. Kay
c
Estimation Theory and Algorithms: From Gauss to Wiener to Kalman
Jerry M. Mendel
Validation, Testing, and Noise Modeling
Jitendra K. Tugnait
Cyclostationary Signal Analysis
Georgios B. Giannakis
PART VI
18
19
20
21
22
23
24
Adaptive Filtering
Introduction to Adaptive Filters
Scott C. Douglas
Convergence Issues in the LMS Adaptive Filter
Scott C. Douglas and Markus Rupp
Robustness Issues in Adaptive Filtering
Ali H. Sayed and Markus Rupp
Recursive Least-Squares Adaptive Filters
Ali H. Sayed and Thomas Kailath
Transform Domain Adaptive Filtering
W. Kenneth Jenkins and Daniel F. Marshall
Adaptive IIR Filters
Geoffrey A. Williamson
Adaptive Filters for Blind Equalization
Zhi Ding
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1999 by CRC Press LLC
PART VII
25
26
27
28
29
30
31
32
33
34
Inverse Problems and Signal Reconstruction
Signal Recovery from Partial Information
Christine Podilchuk
Algorithms for Computed Tomography
Gabor T. Herman
Robust Speech Processing as an Inverse Problem
Richard J. Mammone and Xiaoyu Zhang
Inverse Problems, Statistical Mechanics and Simulated Annealing
K. Venkatesh Prasad
Image Recovery Using the EM Algorithm
Jun Zhang and Aggelos K. Katsaggelos
Inverse Problems in Array Processing
Kevin R. Farrell
Channel Equalization as a Regularized Inverse Problem
John F. Doherty
Inverse Problems in Microphone Arrays
A.C. Surendran
Synthetic Aperture Radar Algorithms
Clay Stewart and Vic Larson
Iterative Image Restoration Algorithms
Aggelos K. Katsaggelos
PART VIII
35
36
37
38
Time Frequency and Multirate Signal Processing
Wavelets and Filter Banks
Cormac Herley
Filter Bank Design
Joseph Arrowood, Tami Randolph, and Mark J.T. Smith
Time-Varying Analysis-Synthesis Filter Banks
Iraj Sodagar
Lapped Transforms
Ricardo L. de Queiroz
PART IX
39
40
41
42
43
Digital Audio Communications
Auditory Psychophysics for Coding Applications
Joseph L. Hall
MPEG Digital Audio Coding Standards
Peter Noll
Digital Audio Coding: Dolby AC-3
Grant A. Davidson
The Perceptual Audio Coder (PAC)
Deepen Sinha, James D. Johnston, Sean Dorward, and
Schuyler R. Quackenbush
Sony Systems
Kenzo Akagiri, M.Katakura, H. Yamauchi, E. Saito, M. Kohut, Masayuki
Nishiguchi, and K. Tsutsui
PART X
44
45
46
47
48
49
50
Speech Processing
Speech Production Models and Their Digital Implementations
M. Mohan Sondhi and
Juergen Schroeter
Speech Coding
Richard V. Cox
Text-to-Speech Synthesis
Richard Sproat and Joseph Olive
Speech Recognition by Machine
Lawrence R. Rabiner and B. H. Juang
Speaker Verification
Sadaoki Furui and Aaron E. Rosenberg
DSP Implementations of Speech Processing
Kurt Baudendistel
Software Tools for Speech Research and Development
John Shore
PART XI
51
52
53
54
Image and Video Processing
Image Processing Fundamentals
Ian T. Young, Jan J. Gerbrands, and Lucas J. van Vliet
Still Image Compression
Tor A. Ramstad
Image and Video Restoration
A. Murat Tekalp
Video Scanning Format Conversion and Motion Estimation
Gerard de Haan
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1999 by CRC Press LLC
55
56
57
58
59
Video Sequence Compression
Osama Al-Shaykh, Ralph Neff, David Taubman, and
Avideh Zakhor
Digital Television
Kou-Hu Tzou
Stereoscopic Image Processing
Reginald L. Lagendijk, Ruggero E.H. Franich, and Emile A.
Hendriks
A Survey of Image Processing Software and Image Databases
Stanley J. Reeves
VLSI Architectures for Image Communications
P. Pirsch and W. Gehrke
PART XII
60
61
62
63
64
65
66
67
68
69
70
Sensor Array Processing
Complex Random Variables and Stochastic Processes
Daniel R. Fuhrmann
Beamforming Techniques for Spatial Filtering
Barry Van Veen and Kevin M. Buckley
Subspace-Based Direction Finding Methods
Egemen Gonen and Jerry M. Mendel
ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays
Martin Haardt,
Michael D. Zoltowski, Cherian P. Mathews, and Javier Ramos
A Unified Instrumental Variable Approach to Direction Finding in Colored Noise Fields
P. Stoica, M. Viberg, M. Wong, and Q. Wu
Electromagnetic Vector-Sensor Array Processing
Arye Nehorai and Eytan Paldi
Subspace Tracking
R.D. DeGroat, E.M. Dowling, and D.A. Linebarger
Detection: Determining the Number of Sources
Douglas B. Williams
Array Processing for Mobile Communications
A. Paulraj and C. B. Papadias
Beamforming with Correlated Arrivals in Mobile Communications
Victor A.N. Barroso
and Jos´ M.F. Moura
e
Space-Time Adaptive Processing for Airborne Surveillance Radar
Hong Wang
PART XIII
71
72
73
74
75
76
Nonlinear and Fractal Signal Processing
Chaotic Signals and Signal Processing
Alan V. Oppenheim and Kevin M. Cuomo
Nonlinear Maps
Steven H. Isabelle and Gregory W. Wornell
Fractal Signals
Gregory W. Wornell
Morphological Signal and Image Processing
Petros Maragos
Signal Processing and Communication with Solitons
Andrew C. Singer
Higher-Order Spectral Analysis
Athina P. Petropulu
PART XIV
77
78
DSP Software and Hardware
Introduction to the TMS320 Family of Digital Signal Processors
Panos Papamichalis
Rapid Design and Prototyping of DSP Systems
T. Egolf, M. Pettigrew, J. Debardelaben, R.
Hezar, S. Famorzadeh, A. Kavipurapu, M. Khan, Lan-Rong Dung, K. Balemarthy, N. Desai,
Yong-kyu Jung, and V. Madisetti
c
1999 by CRC Press LLC
To our families
c
1999 by CRC Press LLC

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