| Nonlinear Source Separation Contributor(s): Almeida (Author) |
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ISBN: 1598290304 ISBN-13: 9781598290301 Publisher: Morgan & Claypool OUR PRICE: $38.00 Product Type: Paperback Published: February 2006 * Not available - Not in print at this time * |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Electrical - Science | System Theory |
| Dewey: 003 |
| Series: Synthesis Lectures on Signal Processing |
| Physical Information: 0.23" H x 7.52" W x 9.25" (0.45 lbs) 120 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |