ENGLISH

Nonlinear Signal Processing: A Statistical Approach

By Gonzalo R. Arce

Book information

Publisher
Wiley-Interscience
Year
2004
ISBN
0471676241, 9780471676249
Open Library ID
OL7619946M
Language
english
Format
PDF
Filesize
6 MB (6295848 bytes)
Pages
118\118
Library
demonoid.me
Time added
2011-04-11 19:55:47

Description

Nonlinear Signal Processing: A Statistical Approach focuses on unifying the study of a broad and important class of nonlinear signal processing algorithms which emerge from statistical estimation principles, and where the underlying signals are non-Gaussian, rather than Gaussian, processes. Notably, by concentrating on just two non-Gaussian models, a large set of tools is developed that encompass a large portion of the nonlinear signal processing tools proposed in the literature over the past several decades. Key features include: * Numerous problems at the end of each chapter to aid development and understanding * Examples and case studies provided throughout the book in a wide range of applications bring the text to life and place the theory into context * A set of 60+ MATLAB software m-files allowing the reader to quickly design and apply any of the nonlinear signal processing algorithms described in the book to an application of interest is available on the accompanying FTP site.

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