The Digital Signal Processing Handbook - 3 Volume Set: 2nd Edition (Hardback) book cover

The Digital Signal Processing Handbook - 3 Volume Set

2nd Edition

Edited by Vijay K. Madisetti

CRC Press

2,394 pages | 100 B/W Illus.

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Hardback: 9781420045635
pub: 2009-12-22
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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.

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

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

About the Author/Editor

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.

About the Series

Electrical Engineering Handbook

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Subject Categories

BISAC Subject Codes/Headings:
COM059000
COMPUTERS / Computer Engineering
TEC007000
TECHNOLOGY & ENGINEERING / Electrical