2nd Edition

The Digital Signal Processing Handbook - 3 Volume Set

Edited By Vijay K. Madisetti Copyright 2010
    2394 Pages 100 B/W Illustrations
    by CRC Press

    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.

    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 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

    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

    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

    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

    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

    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

    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

    3D Image Processing; André Redert and Emile A. Hendriks

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

    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


    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.

    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