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