NONLINEAR SOURCE SEPARATION by Luis B. Almeida, Jose Moura ( 9781598290301 )

Item Details

Title:

NONLINEAR SOURCE SEPARATION

By:

Format:

Paperback

List price:	£40.95
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ISBN 10:

1598290304

ISBN 13:

9781598290301

Publisher:

MORGAN & CLAYPOOL PUBLISHERS

Pub. date:

28 June, 1905

Series:

Synthesis Lectures on Signal Processing

Pages:

114

Description:

Suitable for practicing scientists and graduate students, this book looks at nonlinear source separation. It also provides foundations and an overview for nonlinear source separation methods. It includes an introduction to nonlinear source separation; a discussion of the post-nonlinear setting; and, a review of unconstrained separation methods.

Synopsis:

The purpose of this lecture book is to present the state of the art in nonlinear blind source separation, in a form appropriate for students, researchers and developers. Source separation deals with the problem of recovering sources that are observed in a mixed condition. When we have little knowledge about the sources and about the mixture process, we speak of blind source separation. Linear blind source separation is a relatively well studied subject, however nonlinear blind source separation is still in a less advanced stage, but has seen several significant developments in the last few years. This publication reviews the main nonlinear separation methods, including the separation of post-nonlinear mixtures, and the MISEP, ensemble learning and kTDSEP methods for generic mixtures. These methods are studied with a significant depth. A historical overview is also presented, mentioning most of the relevant results, on nonlinear blind source separation, that have been presented over the years.

Illustrations:

black & white illustrations

Publication:

Imprint:

Morgan & Claypool Publishers

Returns:

Non-returnable

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