Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication

Bartels, Andreas

ISBN 10: 383253850X / ISBN 13: 9783832538507

Published by Logos Verlag Berlin, 2014

About this Item

177 pages. 8.00x5.75x0.50 inches. In Stock.

Seller Inventory # 383253850X

Bibliographic Details

• Title: Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication
• Publisher: Logos Verlag Berlin
• Publication Date: 2014
• Language: English
• ISBN 10: 383253850X
• ISBN 13: 9783832538507
• Binding: Paperback
• Condition: Brand New
• Weight: 0.27 kilograms

About this title

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.