Nonlinear Signal Processing: A Statistical Approach

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SKU: SONG0471676241
ISBN : 9780471676249
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Nonlinear Signal Processing: A Statistical Approach

Nonlinear Signal Processing: A Statistical Approach focuses onunifying the study of a broad and important class of nonlinearsignal processing algorithms which emerge from statisticalestimation principles, and where the underlying signals arenon-Gaussian, rather than Gaussian, processes. Notably, byconcentrating on just two non-Gaussian models, a large set of toolsis developed that encompass a large portion of the nonlinear signalprocessing tools proposed in the literature over the past severaldecades.Key features include:* Numerous problems at the end of each chapter to aid developmentand understanding* Examples and case studies provided throughout the book in a widerange of applications bring the text to life and place the theoryinto context* A set of 60+ MATLAB software m-files allowing the reader toquickly design and apply any of the nonlinear signal processingalgorithms described in the book to an application of interest isavailable on the accompanying FTP site.

Specification of Nonlinear Signal Processing: A Statistical Approach

GENERAL
AuthorGonzalo R. Arce
BindingHardcover
LanguageEnglish
Edition
ISBN-100471676241
ISBN-139780471676249
PublisherWiley-Interscience
Publication Year2004
DIMENSIONS
Height6.3 inch.
Length1.1 inch.
Width9.5 inch.
Weight1.85 pounds.

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