Model-Based Signal Processing

James V. Candy

678 pages, parution le 28/11/2005

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Résumé

Model-Based Signal Processing develops the "model-based approach" to signal processing for a variety of useful model sets including the popularly termed "physics-based" models. It presents a unique viewpoint of signal processing from the model-based perspective. A wide variety of case studies are included to demonstrate the applicability of the approach to real-world problems.

This book presents a unified treatment of the model-based approach and includes numerous case studies to demonstrate applicability of method to real-world situations, as well as MATLAB notes.

L'auteur - James V. Candy

James V. Candy, PhD, is Chief Scientist for Engineering, founder, and former director of the Center for Advanced Signal & Image Sciences at the University of California, Lawrence Livermore National Laboratory. Dr. Candy is also an Adjunct Full Professor at the University of California, Santa Barbara; a Fellow of the IEEE; and a Fellow of the Acoustical Society of America. He has taught graduate courses in signal and image processing at San Francisco State University, the University of Santa Clara, and the University of California, Berkeley Extension. Dr. Candy has published over 200 journal articles, book chapters, and technical reports, as well as authored the texts Signal Processing: Model-Based Approach and Signal Processing: A Modern Approach. He was awarded the IEEE Distinguished Technical Achievement Award for his development of model-based signal processing.

Sommaire

Introduction
Discrete Random Signals ans Systems
Estimation Theory
AR, MA, ARMAX, Lattice, Exponential, Wave Model-Based Processors
Linear State-Space Model-Based Processors
Nonlinear State-Space Model-Based Processors
Adaptive AR, MA, ARMAX, Exponential Model-Based Processors
Adaptive State-Space Model-Based Processors
Applied Physics-Based Processors
Appendix A: Probability and Statistics Overview
Appendix B: Sequential MBP and UD-Factorization
Appendix C: SSpack_PC: An Interactive Model-Based Processing Software Package

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	James V. Candy
Parution	28/11/2005
Nb. de pages	678
Format	16 x 24
Couverture	Relié
Poids	1060g
Intérieur	Noir et Blanc
EAN13	9780471236320
ISBN13	978-0-471-23632-0