Computational Intelligence in Power-Line Communication Systems: Advanced Methodologies for Channel and Noise Estimation in Broadband PLC - Couverture souple

Tucci, Mauro

 
9783639196306: Computational Intelligence in Power-Line Communication Systems: Advanced Methodologies for Channel and Noise Estimation in Broadband PLC
Couverture souple
ISBN 10 : 3639196309 ISBN 13 : 9783639196306
Editeur : VDM Verlag, 2009

Synopsis

This work presents original developed methods, belonging to the soft computing area, that have been applied to solve complex signal processing problems arising in communication systems with ?adverse? conditions. The adverse conditions are given by the fact that the considered physical channel is non- linear, non stationary, and the noise is coloured impulsive noise. Modified vector quantization algorithms have been developed for adaptive channel estimation and equalization inside a digital transmission. An unsupervised hierarchical clustering method based on fuzzy partitions has been proposed and application to identification of different noise sources is discussed. The presented soft computing techniques have been developed within the area of digital communication, nevertheless they posses general applicability.

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Présentation de l'éditeur

This work presents original developed methods, belonging to the soft computing area, that have been applied to solve complex signal processing problems arising in communication systems with ?adverse? conditions. The adverse conditions are given by the fact that the considered physical channel is non- linear, non stationary, and the noise is coloured impulsive noise. Modified vector quantization algorithms have been developed for adaptive channel estimation and equalization inside a digital transmission. An unsupervised hierarchical clustering method based on fuzzy partitions has been proposed and application to identification of different noise sources is discussed. The presented soft computing techniques have been developed within the area of digital communication, nevertheless they posses general applicability.

Biographie de l'auteur

Mauro Tucci received the Ph.D. degree in applied electromagnetism from the Department of Electrical Systems and Automation (DSEA) at the University of Pisa in 2008. Currently, he is Researcher at DSEA. His research activity is in computational intelligence, with applications in electromagnetism.

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

Éditeur
VDM Verlag
Date d'édition
2009
Langue
anglais
ISBN 10 
3639196309
ISBN 13 
9783639196306
Reliure
Broché
Nombre de pages
112
Coordonnées du fabricant
non disponible
Personne responsable
non disponible