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Topological Signal Processing , Softcover reprint of the original 1st ed. 2014 Mathematical Engineering Series

Langue : Anglais

Auteur :

Couverture de l’ouvrage Topological Signal Processing

This authored monograph presents a topological approach to signal processing. Topology is the study of space under continuous transformations. In engineering, continuous distortions arise when there is significant uncertainty. Rather than taking a stochastic approach, recent progress in topological methods allows practitioners in signal processing to address uncertainty in a deterministic fashion. To this end, one uses local data to make global inferences; a hallmark of the mathematics of sheaves. This book provides an efficient treatment of cellular sheaves, and explains how their use is decisive in treating difficult problems in signal processing. The target audience comprises practitioners as well as researchers, but the book may also be beneficial for graduate students.

Informal discussion.- Signals and Sheaves.- Detection.- Topological noise.- Tracking.- Parameterization.- Filtering and transforms.

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

Date de parution :

Ouvrage de 208 p.

15.5x23.5 cm

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

Prix indicatif 118,31 €

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Date de parution :

Ouvrage de 200 p.

15.5x23.5 cm

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

Prix indicatif 147,69 €

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