ISBN-10:
1420046063
ISBN-13:
9781420046069
Pub. Date:
12/10/2009
Publisher:
Taylor & Francis
Digital Signal Processing Fundamentals / Edition 1

Digital Signal Processing Fundamentals / Edition 1

by Vijay Madisetti

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Product Details

ISBN-13: 9781420046069
Publisher: Taylor & Francis
Publication date: 12/10/2009
Series: Digital Signal Processing Handbook, Second Edition Series
Pages: 904
Product dimensions: 7.00(w) x 10.10(h) x 1.80(d)

About the Author

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.

Table of Contents

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

INDEX

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