Nonlinear Source Separation 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

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Almeida, Luis B. 作者

Morgan & Claypool

译者

出版日期

112 页数

$ 45.20 价格

Pap

丛书系列

9781598290301 图书编码

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发表于2025-03-15

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Nonlinear Source Separation 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

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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.

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