Nonlinear Signal Processing


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Nonlinear Signal Processing


Nonlinear Signal Processing

Author: Gonzalo R. Arce

language: en

Publisher: John Wiley & Sons

Release Date: 2005-01-03


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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.

Nonlinear Signal and Image Processing


Nonlinear Signal and Image Processing

Author: Kenneth E. Barner

language: en

Publisher: CRC Press

Release Date: 2003-11-24


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Nonlinear signal and image processing methods are fast emerging as an alternative to established linear methods for meeting the challenges of increasingly sophisticated applications. Advances in computing performance and nonlinear theory are making nonlinear techniques not only viable, but practical. This book details recent advances in nonl

Nonlinear and Nonstationary Signal Processing


Nonlinear and Nonstationary Signal Processing

Author: W. J. Fitzgerald

language: en

Publisher: Cambridge University Press

Release Date: 2000


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Signal processing, nonlinear data analysis, nonlinear time series, nonstationary processes.