2nd Edition

The Digital Signal Processing Handbook - 3 Volume Set




ISBN 9781420045635
Published December 22, 2009 by CRC Press
2394 Pages - 100 B/W Illustrations

USD $405.00

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Book Description

Now available in a three-volume set, this updated and expanded edition of the bestselling Digital Signal Processing Handbook continues to provide the engineering community with authoritative coverage of the fundamental and specialized aspects of information-bearing signals in digital form.

Encompassing essential background material, technical details, standards, and software, The Digital Signal Processing Handbook, Second Edition reflects cutting-edge information on signal processing algorithms and protocols related to speech, audio, multimedia, and video processing technology associated with standards ranging from WiMax to MP3 audio, low-power/high-performance DSPs, color image processing, and chips on video. The three-volume set draws on the experience of leading engineers, researchers, and scholars and includes 29 new chapters that address multimedia and Internet technologies, tomography, radar systems, architecture, standards, and future applications in speech, acoustics, video, radar, and telecommunications.

Each volume in the set is also available individually ...

Emphasizing theoretical concepts, Digital Signal Processing Fundamentals (Catalog no. 46063) provides comprehensive coverage of the basic foundations of DSP. Coverage includes: Signals and Systems, Signal Representation and Quantization, Fourier Transforms, Digital Filtering, Statistical Signal Processing, Adaptive Filtering, Inverse Problems and Signal Reconstruction, and Time–Frequency and Multirate Signal Processing.

Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing (Catalog no. 46047) thoroughly covers the foundations of signal processing related to wireless, radar, space–time coding, and mobile communications together with associated applications to networking, storage, and communications.

Video, Speech, and Audio Signal Processing and Associated Standards, (Catalog no. 4608X) details the basic foundations of speech, audio, image, and video processing and associated applications to broadcast, storage, search and retrieval, and communications.

Table of Contents

The Digital Signal Processing Handbook, Second Edition - 3 Volume Set, Catalog No. 45636

Each volume in the set is also available individually:

Digital Signal Processing Fundamentals, Catalog no. 46063

SIGNALS AND SYSTEMS; Vijay K. Madisetti and Douglas B. Williams
Fourier Methods for Signal Analysis and Processing; W. Kenneth Jenkins
Ordinary Linear Differential and Difference Equations; B.P. Lathi
Finite Wordlength Effects; Bruce W. Bomar

SIGNAL REPRESENTATION AND QUANTIZATION; Jelena Kovaĉević and Christine Podilchuk On Multidimensional Sampling; Ton Kalker
Analog-to-Digital Conversion Architectures; Stephen Kosonocky and Peter Xiao
Quantization of Discrete Time Signals; Ravi P. Ramachandran

FAST ALGORITHMS AND STRUCTURES; Pierre Duhamel
Fast Fourier Transforms: A Tutorial Review and State of the Art; Pierre Duhamel and Martin 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 and James H. McClellan
Digital Filtering; Lina J. Karam, James H. McClellan, Ivan W. Selesnick, and C. Sidney Burrus

STATISTICAL SIGNAL PROCESSING; Georgios B. Giannakis
Overview of Statistical Signal Processing; Charles W. Therrien
Signal Detection and Classification; Alfred Hero
Spectrum Estimation and Modeling; Petar M. Djurić and Steven M. Kay 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

ADAPTIVE FILTERING; Scott C. Douglas
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, C. Radhakrishnan, and Daniel F. Marshall
Adaptive IIR Filters; Geoffrey A. Williamson
Adaptive Filters for Blind Equalization; Zhi Ding

INVERSE PROBLEMS AND SIGNAL RECONSTRUCTION; Richard J. Mammone
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

TIME–FREQUENCY AND MULTIRATE SIGNAL PROCESSING; Cormac Herley and Kambiz Nayebi
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

Wireless, Networking, Radar, Sensor Array Processing, and Nonlinear Signal Processing, Catalog no. 46047

SENSOR ARRAY PROCESSING; Mostafa Kaveh
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 Gönen 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, Mats 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 José M. F. Moura
Peak-to-Average Power Ratio Reduction; Robert J. Baxley and G. Tong Zhou
Space-Time Adaptive Processing for Airborne Surveillance Radar; Hong Wang

NONLINEAR AND FRACTAL SIGNAL PROCESSING; Alan V. Oppenheim and Gregory W. Wornell
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

DSP SOFTWARE AND HARDWARE; Vijay K. Madisetti
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 Vijay K. Madisetti
Baseband Processing Architectures for SDR; Yuan Lin, Mark Woh, Sangwon Seo, Chaitali Chakrabarti, Scott Mahlke, and Trevor Mudge
Software-Defined Radio for Advanced Gigabit Cellular Systems; Brian Kelley

ADVANCED TOPICS IN DSP FOR MOBILE SYSTEMS; Vijay K. Madisetti
OFDM: Performance Analysis and Simulation Results for Mobile Environments; Mishal Al-Gharabally and Pankaj Das

Space–Time Coding and Application in WiMAX; Naofal Al-Dhahir, Robert Calderbank, Jimmy Chui, Sushanta Das, and Suhas Diggavi
Exploiting Diversity in MIMO-OFDM Systems for BroadbandWireless Communications; Weifeng Su, Zoltan Safar, and K. J. Ray Liu
OFDM Technology: Fundamental Principles, Transceiver Design, and Mobile Applications; Xianbin Wang, Yiyan Wu, and Jean-Yves Chouinard
Space–Time Coding; Mohanned O. Sinnokrot and Vijay K. Madisetti
A Multiplexing Approach to the Construction of High-Rate
Space–Time Block Codes; Mohanned O. Sinnokrot and Vijay K. Madisetti
Soft-Output Detection of Multiple-Input Multiple-Output Channels; David L. Milliner and John R. Barry
Lattice Reduction–Aided Equalization for Wireless Applications; Wei Zhang and Xiaoli Ma
Overview of Transmit Diversity Techniques for Multiple Antenna Systems; D. A. Zarbouti, D. A. Kateros, D. I. Kaklamani, and G. N. Prezerakos

RADAR SYSTEMS; Vijay K. Madisetti
Radar Detection; Bassem R. Mahafza and Atef Z. Elsherbeni
Radar Waveforms; Bassem R. Mahafza and Atef Z. Elsherbeni
High Resolution Tactical Synthetic Aperture Radar; Bassem R. Mahafza, Atef Z. Elsherbeni, and Brian J. Smith

ADVANCED TOPICS IN VIDEO AND IMAGE PROCESSING; Vijay K. Madisetti
3D Image Processing; André Redert and Emile A. Hendriks

Video, Speech, and Audio Signal Processing and Associated Standards, Catalog no. 4608X

DIGITAL AUDIO COMMUNICATIONS; Nikil Jayant
Auditory Psychophysics for Coding Applications; Joseph L. Hall
MPEG Digital Audio Coding Standards; Schuyler R. Quackenbush and Peter Noll
Dolby Digital Audio Coding Standards; Robert L. Andersen and Grant A. Davidson
The Perceptual Audio Coder; Deepen Sinha, James D. Johnston, Sean Dorward, and Schuyler R. Quackenbush
Sony Systems; Kenzo Akagiri, Masayuki Katakura, H. Yamauchi, E. Saito, M. Kohut, Masayuki Nishiguchi, Kyoya Tsutsui, and Keisuke Toyama

SPEECH PROCESSING; Richard V. Cox and Lawrence R. Rabiner
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 Biing-Hwang 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

IMAGE AND VIDEO PROCESSING; Jan Biemond and Russell M. Mersereau
Fundamentals of Image Processing; 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 and Ralph BraspenningDocument Modeling and Source Representation in Content-Based Image Retrieval; Soo Hyun Bae and Biing-Hwang Juang
Technologies for Context-Based Video Search over the World Wide Web; Arshdeep Bahga and Vijay K. Madisetti
Image Interpolation; Yucel Altunbasak
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

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Editor(s)

Biography

Vijay K. Madisetti is a professor in the School of Electrical and Computer Engineering at the Georgia Institute of Technology in Atlanta. He teaches graduate and undergraduate courses in digital signal processing and computer engineering, and leads a strong research program in digital signal processing, telecommunications, and computer engineering. Dr. Madisetti received his BTech (Hons) in electronics and electrical communications engineering in 1984 from the Indian Institute of Technology, Kharagpur, India, and his PhD in electrical engineering and computer sciences in 1989 from the University of California at Berkeley. He has authored or edited several books in the areas of digital signal processing, computer engineering, and software systems, and has served extensively as a consultant to industry and the government. He is a fellow of the IEEE and received the 2006 Frederick Emmons Terman Medal from the American Society of Engineering Education for his contributions to electrical engineering.

Reviews

Praise for the previous edition:

"An excellent compendium of theoretical topics in DSP … a one-stop shop of technical information on digital signal processing. … This book has saved me days in independent research."
—Howard Rubin, on Amazon.com

"A useful handbook for the professional as well as for graduate students and faculty."
—E. A. Hoyer, Wichita State University, in CHOICE, Vol. 36, No. 1