EAN: 9783031013980

9783031013980 - Synthesis Lectures on Signal Processing   Nonlinear Source Separation - Luis B Almeida Kartoniert (TB)
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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.
Produktinformationen zuletzt aktualisiert am
02.04.2025 um 04:46 Uhr


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9783031013980
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3031013980
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