Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication - Couverture souple

Bartels, Andreas

 
9783832538507: Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication
Couverture souple
ISBN 10 : 383253850X ISBN 13 : 9783832538507
Editeur : Logos Verlag Berlin GmbH, 2014

Synopsis

This thesis contributes to the fields of data compression and compressed sensing and their application to imaging mass spectrometry and sporadic communication. Compressed sensing is mainly built on the knowledge that most data is compressible or sparse, meaning that most of its content is redundant and not worth being measured. As a main result in this work, a compressed sensing model for imaging mass spectrometry is introduced. It combines peak-picking of the spectra and denoising of the m/z-images A robustness result for the reconstruction of compressed measured data is presented which generalizes known reconstruction guarantees.

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Éditeur
Logos Verlag Berlin GmbH
Date d'édition
2014
Langue
anglais
ISBN 10 
383253850X
ISBN 13 
9783832538507
Reliure
Broché
Nombre de pages
191
Coordonnées du fabricant
non disponible
Personne responsable
non disponible