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Nonlinear and Non-Gaussian Signal Processing

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Author :
Release : 2004
Genre :
Kind : eBook
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Book Synopsis Nonlinear and Non-Gaussian Signal Processing by : Colin F. N. Cowan

Download or read book Nonlinear and Non-Gaussian Signal Processing written by Colin F. N. Cowan. This book was released on 2004. Available in PDF, EPUB and Kindle. Book excerpt:

Special Section on Nonlinear and Non-Gaussian Signal Processing

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Release : 2004
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Kind : eBook
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Book Synopsis Special Section on Nonlinear and Non-Gaussian Signal Processing by : Colin F. N. Cowan

Download or read book Special Section on Nonlinear and Non-Gaussian Signal Processing written by Colin F. N. Cowan. This book was released on 2004. Available in PDF, EPUB and Kindle. Book excerpt:

Nonlinear Signal Processing

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Release : 2005-01-03
Genre : Science
Kind : eBook
Book Rating : 844/5 ( reviews)

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Book Synopsis Nonlinear Signal Processing by : Gonzalo R. Arce

Download or read book Nonlinear Signal Processing written by Gonzalo R. Arce. This book was released on 2005-01-03. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Topics in Non-Gaussian Signal Processing

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Release : 2012-12-06
Genre : Technology & Engineering
Kind : eBook
Book Rating : 597/5 ( reviews)

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Book Synopsis Topics in Non-Gaussian Signal Processing by : Edward J. Wegman

Download or read book Topics in Non-Gaussian Signal Processing written by Edward J. Wegman. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: Non-Gaussian Signal Processing is a child of a technological push. It is evident that we are moving from an era of simple signal processing with relatively primitive electronic cir cuits to one in which digital processing systems, in a combined hardware-software configura. tion, are quite capable of implementing advanced mathematical and statistical procedures. Moreover, as these processing techniques become more sophisticated and powerful, the sharper resolution of the resulting system brings into question the classic distributional assumptions of Gaussianity for both noise and signal processes. This in turn opens the door to a fundamental reexamination of structure and inference methods for non-Gaussian sto chastic processes together with the application of such processes as models in the context of filtering, estimation, detection and signal extraction. Based on the premise that such a fun damental reexamination was timely, in 1981 the Office of Naval Research initiated a research effort in Non-Gaussian Signal Processing under the Selected Research Opportunities Program.

Nonlinear and Nonstationary Signal Processing

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Release : 2000
Genre : Mathematics
Kind : eBook
Book Rating : 440/5 ( reviews)

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Book Synopsis Nonlinear and Nonstationary Signal Processing by : W. J. Fitzgerald

Download or read book Nonlinear and Nonstationary Signal Processing written by W. J. Fitzgerald. This book was released on 2000. Available in PDF, EPUB and Kindle. Book excerpt: Signal processing, nonlinear data analysis, nonlinear time series, nonstationary processes.

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