The Digital Signal Processing Handbook (Electrical Engineering Handbook)

The field of digital signal processing (DSP) has spurred developments from basic theory of discrete-time signals and processing tools to diverse applications in telecommunications, speech and acoustics, radar, and video. This volume provides an accessible reference, offering theoretical and practical information to the audience of DSP users.

This immense compilation outlines both introductory and specialized aspects of information-bearing signals in digital form, creating a resource relevant to the expanding needs of the engineering community. It also explores the use of computers and special-purpose digital hardware in extracting information or transforming signals in advantageous ways.

Impacted areas presented include:

Telecommunications

Computer engineering

Acoustics

Seismic data analysis

DSP software and hardware

Image and video processing

Remote sensing

Multimedia applications

Medical technology

Radar and sonar applications

This authoritative collaboration, written by the foremost researchers and practitioners in their fields, comprehensively presents the range of DSP: from theory to application, from algorithms to hardware.

Signals and Systems
Fourier Series, Fourier Transforms, and the DFT, W.K. Jenkins
Ordinary Linear Differential and Difference Equations, B.P. Lathi
Finite Wordlength Effects, B.W. Bomar
Signal Representation and Quantization, J. Kovacevic and C. Podilchuk
On Multidimensional Sampling, T. Kalker
Analog-to-Digital Conversion Architectures, S. Kosonocky and P. Xiao
Quantization of Discrete Time Signals, R.P. Ramachandran
Fast Algorithms and Structures, P. Duhamel
Fast Fourier Transforms, P. Duhamel and M. Vetterlli
Fast Convolution and Filtering, C.S. Burrus and I.W. Selesnick
Complexity Theory of Transforms in Signal Processing, E. Feig
Fast Matrix Computations, A.E. Yagle
Digital Filtering, L.J. Karam and J.H. McClellan
Introduction, L.J. Karam and J.H. McClellan
Steps in Filter Design, L.J. Karam
Classical Filter Design Methods, I.W. Selesnick, C.S. Burrus, L.J. Karam, and J.H. McClellan
Other Developments in Digital Filter Design, I.W. Selesnick, C.S. Burrus, L.J. Karam, and J.H. McClellan
Software Tools, J.H. McClellan
Statistical Signal Processing, G.B. Giannakis
Overview: Statistical Signal Processing, C.W. Therrien
Signal Detection and Classification, A. Hero
Spectrum Estimation and Modeling, P.M. Djuric and S.M. Kay
Estimation Theory and Algorithms: From Gauss to Wiener to Kalman, J.M. Mendel
Validation, Testing, and Noise Modeling, J.K. Tugnait
Cyclostationary Signal Analysis, G.B. Giannakis
Adaptive Filtering, S.C. Douglas
Introduction to Adaptive Filters, S.C. Douglas
Convergence Issues in the LMS Adaptive Filter, S.C. Douglas and M. Rupp
Robustness Issues in Adaptive Filtering, A.H. Sayed and M. Rupp
Recursive Least-Squares Adaptive Filters, A.H. Sayed and T. Kailath
Transform Domain Adaptive Filtering, K. Jenkins
Adaptive IIR Filters, G.A. Williamson
Adaptive Filters for Blind Equalization, Z. Ding
Inverse Problems and Signal Reconstruction, R. Mammone
Signal Recovery from Partial Information, C.I. Podilchuk
Algorithms for Computed Tomography, G.T. Herman
Robust Speech Processing as an Inverse Problem, R.J. Mammone and X. Zhang
Inverse Problems, Statistical Mechanics, and Simulated Annealing, K.V. Prasad
Image Recovery Using the EM Algorithm, J. Zhang and A.K. Katsaggelos
Array Processing as an Inverse Problem, K.R. Farrell
Channel Equalization as a Regularized Inverse Problem, J.F. Doherty
Inverse Problems in Microphone Arrays, A.C. Surendran
Synthetic Aperture Radar Algorithms, C. Stewart and V. Larson
Iterative Image Restoration Algorithms, A.K. Katsaggelos
Multirate Signal Processing and Time Frequency Methods, C. Herley and K. Nayebi
Wavelets and Filter Banks, C. Herley
Filter Bank Design, M.J.T. Smith, J. Arrowood, and T. Rudolph
Time-Varying Analysis-Synthesis Filter Banks, I. Sodagar
Lapped Transforms, R.L. de Queiroz
Digital Audio Communications, N. Jayant
Auditory Psychophysics for Coding Applications, J.L. Hall
MPEG Digital Audio Coding Standards, P. Noll
Digital Audio Coding: Dolby AC-3, G. Davidson
The Perceptual Audio Coder (PAC), D. Sinha, J.D. Johnston, S. Dorward, and S.R. Quackenbush
Sony Systems, K. Akagiri, M. Katakura, H. Yamauchi, E. Saito, M. Kohut, M. Nishiguchi, and K. Tsutsui
Speech Processing, R.V. Cox and L.R. Rabiner
Speech Production Models and Their Digital Implementations, M.M. Sondhi and J. Schroeter
Speech Coding, R.V. Cox
Text-to-Speech Synthesis, R. Sproat and J.P. Olive
Speech Recognition by Machine, L.R. Rabiner and B.H. Juang
Speaker Verification, S. Furui and A.E. Rosenberg
Speech Processing, K. Baudendistel
Software Tools for Speech Research and Development, J. Shore
Image and Video Processing, J. Biemond
Image Processing Fundamentals, I.T. Young, J.J. Gergrands, and L.J. van Vliet
Still Image Compression, T.A. Ramstad
Image and Video Restoration, A.M. Tekalp
Video Scanning Format Conversion and Motion Estimation, G. de Haan
Video Sequence Compression, O. Al-Shaykh, R. Neff, D. Taubman, and A. Zakhor
Digital Television, K.-H. Tzou
Stereoscopic Image Processing, R. L. Lagendijk, R.E.H. Franich, and E.A. Hendriks
A Survey of Image Processing Software and Image Databases, S.J. Reeves
VLSI Architectures for Image Communications, P. Pirsch and W. Gehrke
Sensor Array Processing, M. Kaveh
Complex Random Variables and Stochastic Processes, D.R. Fuhrmann
Beamforming Techniques for Spatial Filtering, B. VanVeen and K.M. Buckley
Subspace-Based Direction Finding Methods, E. Gonen and J.M. Mendel
ESPRIT and Closed-Form 2-D Angle Estimation with Planar Arrays, M. Haardt, M.D. Zoltowski, C.P. Mathews, and J. 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, A. Nehorai and E. Paldi
Subspace Tracking, R .D. DeGroat, E.M. Dowling, and D.A. Linebarger
Detection: Determining the Number of Sources, D.B. Williams
Array Processing for Mobile Communications, A. Paulraj and C.B. Papadias
Beamforming with Correlated Arrivals in Mobile Communications, V.A.N. Barroso and J.M.F. Moura
Space-Time Adaptive Processing for Airborne Surveillance Radar, H. Wang
Nonlinear Signal and Systems, A.V. Oppenheim and G.W. Wornell
Chaotic Signals and Signal Processing, A.V. Oppenheim and K. Cuomo
Nonlinear Maps, S. Isabelle and G.W. Wornell
Fractal Signals, G.W. Wornell
Morphological Signal and Image Processing, P. Maragos
Signal Processing and Communications with Solitions, A.C. Singer
Higher-Order Spectral Analysis, A.P. Petropulu
DSP Software and Hardware
Introduction to the TMS320 Family of Digitized Signal Processors, P. Papamichalis
Rapid Design and Prototyping of DSP Systems, T. Egolf, M. Pettigrew, J. Debardelaben, R. Hezar, S. Famorzadeh, A. Kavipurapu, M. Khan, L.-R. Dung, K. Balemarthy, N. Desai, and V.K. Madisetti
Subject Index