The Digital Signal Processing Handbook (Electrical Engineering Handbook) - Hardcover

Hardcover

ISBN 10: 0849385725 ISBN 13: 9780849385728

Publisher: CRC Press, 1997

Synopsis

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.

About this title

Review

..."An excellent compendium of theoretical topics in DSTP...a one-stop shop of technical information on digital signal processing. I wanted information on block signal processing and found at least five useful references on the subject. This book has saved me days in independent research." - Howard Rubin, on-line at amazon.com "A useful handbook for the professional as well as for graduate students and faculty." --E. A. Hoyer, Wichita State University, CHOICE, Vol. 36, No. 1

From the Author

Table of Contents
Table of Contents for the DSP Handbook

This ~2000 page handbook, like other CRC/IEEE Press handbooks, is designed to be used as a traditional handbook. That is, if you have a question about some topic in DSP you should be able to find an article dealing with that topic in the Handbook, written by some of the top international experts in theory and practice.

It can also be used in several other ways. It is a picture of the present state-of-the-art. Browsing through it is a way to discover a great deal about DSP. Reading it carefully is a way to learn the subject of DSP.

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. Features Presents the scope of DSP topics related to engineering, computer science, design and marketing, and academic study Enables an immediate, perceptive, and thorough exposure to the knowledge, experience, and writing of leading engineers, researchers, and scholars Serves as a reference text for classroomsor for professional education courses in DSP Provides essential information, background material, technical details, and introductions to standards and software Assesses the current and future directions of DSP applications in speech and acoustics, video, radar, and telecommunications

Audience Electrical engineers Electronics engineers, Computer scientists, Design/marketing managers, Engineering faculty, Graduate students.

Contents

Part I

Signals and Systems: Vijay Madisetti and Douglas ------------------------ 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.,

Part II Signal Representation and Quantization, J. Kovacevic---------------------- On Multidimens! ional Sampling, T. Kalker, Analog-to-Digital Conversion Architectures, S. Kosonocky and P. Xiao, Quantization of Discrete Time Signals R.P. Ramachandran,

Part III 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.

Part IV 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.

Part V Statistical Signal Processing, G.B. Giannakis ----------- Overview: Statistical Signal Processing, C. W. Therrien, Signal Detection and Classification, A. Hero, S! pectrum 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,

Part VI 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,

Part VII 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,

Part VIII 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,

Part IX 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. Akagi! ri, M. Katakura, H. Yamauchi, E. Saito, M. Kohut, M. Nishig! uchi, and K. Tsutsui,

Part X 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,

Part XI Image and Video Processing, J. Biemond and R Mersereau, ------------ 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 Processin! g Software, and Image Databases, S.J. Reeves, VLSI Architectures for Image Communications, P. Pirsch and W. Gehrke,

Part XII 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 an! d J.M.F. Moura, Space-Time Adaptive Processing for Airborne Surveillance Radar, H. Wang,

Part XIII 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,

Part XIV DSP Software and Hardware Vijay K. Madisetti, ------------------------ 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

Edition details

• Publisher: CRC Press
• Publication date: 1997
• ISBN 10: 0849385725
• ISBN 13: 9780849385728
• Binding: Hardcover
• Language: English
• Edition number: 1
• Number of pages: 1776
• Editor: MADISETTI VIJAY