The Digital Signal Processing 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.

Table of Contents:
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