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Topological Signal Processing, 2014 Mathematical Engineering Series

Langue : Anglais

Auteur :

Couverture de l’ouvrage Topological Signal Processing
Signal processing is the discipline of extracting information from collections of measurements. To be effective, the measurements must be organized and then filtered, detected, or transformed to expose the desired information. Distortions caused by uncertainty, noise, and clutter degrade the performance of practical signal processing systems.

In aggressively uncertain situations, the full truth about an underlying signal cannot be known. This book develops the theory and practice of signal processing systems for these situations that extract useful, qualitative information using the mathematics of topology -- the study of spaces under continuous transformations. Since the collection of continuous transformations is large and varied, tools which are topologically-motivated are automatically insensitive to substantial distortion. The target audience comprises practitioners as well as researchers, but the book may also be beneficial for graduate students.

Introduction and informal discussion.- Parametrization.- Signals.- Detection.- Transforms.- Noise.

Presents a systematic treatment of the common research threads on the interface between topology and signal processing

Includes relevant background materials as well as case studies of topological signal processing applied to actual data

Written by an expert in the field

Includes supplementary material: sn.pub/extras

Date de parution :

Ouvrage de 208 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

158,24 €

Ajouter au panier

Date de parution :

Ouvrage de 208 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

158,24 €

Ajouter au panier