Articles liés à Blind and Semi-Blind Signal Processing: Some Results...

Blind and Semi-Blind Signal Processing: Some Results and Future Challenges in Telecommunications and Biomedical Engineering - Couverture souple

Zarzoso, Vicente

 
9783843365680: Blind and Semi-Blind Signal Processing: Some Results and Future Challenges in Telecommunications and Biomedical Engineering
Couverture souple
ISBN 10 : 3843365687 ISBN 13 : 9783843365680
Editeur : LAP LAMBERT Academic Publishing, 2010

Synopsis

The estimation of source signals from observations corrupted by noise and interference is a fundamental signal processing problem arising in a wide variety of real-life applications. Blind techniques, including blind source separation and independent component analysis, have become very popular over the last decades, but they also present important drawbacks such as estimation ambiguities, local extrema, high complexity and slow convergence. This work summarizes the Author's results on novel signal estimation techniques alleviating the shortcomings of the blind approach. Emphasis is laid on two specific applications in telecommunications and biomedical signal processing: equalization and source separation in digital communication channels, and atrial activity extraction in atrial fibrillation, the most common cardiac arrhythmia. Most of the proposed techniques can be considered as semi-blind in that they aim to exploit available prior information about the problems under study. The book concludes by highlighting some future challenges in these topics. This work is addressed to researchers and engineers interested in signal processing for communications and biomedical problems.

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Présentation de l'éditeur

The estimation of source signals from observations corrupted by noise and interference is a fundamental signal processing problem arising in a wide variety of real-life applications. Blind techniques, including blind source separation and independent component analysis, have become very popular over the last decades, but they also present important drawbacks such as estimation ambiguities, local extrema, high complexity and slow convergence. This work summarizes the Author's results on novel signal estimation techniques alleviating the shortcomings of the blind approach. Emphasis is laid on two specific applications in telecommunications and biomedical signal processing: equalization and source separation in digital communication channels, and atrial activity extraction in atrial fibrillation, the most common cardiac arrhythmia. Most of the proposed techniques can be considered as semi-blind in that they aim to exploit available prior information about the problems under study. The book concludes by highlighting some future challenges in these topics. This work is addressed to researchers and engineers interested in signal processing for communications and biomedical problems.

Biographie de l'auteur

MEng in Telecommunications Engineering, Polytechnic University of Valencia, Spain (1996); PhD in Signal Processing, University of Liverpool, UK (1999); Research Fellow, Royal Academy of Engineering, UK (2000-2005); permanent academic position, University of Nice Sophia Antipolis, France (since 2005).

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2010
Langue
anglais
ISBN 10 
3843365687
ISBN 13 
9783843365680
Reliure
Broché
Nombre de pages
128
Coordonnées du fabricant
non disponible
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