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(Ebook) Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication by Andreas Bartels ISBN 9783832591663, 3832591664

  • SKU: EBN-51656080
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Instant download (eBook) Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication after payment.
Authors:Andreas Bartels
Pages:192 pages.
Year:2014
Editon:1
Publisher:Logos Verlag Berlin
Language:english
File Size:6.71 MB
Format:pdf
ISBNS:9783832591663, 3832591664
Categories: Ebooks

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(Ebook) Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication by Andreas Bartels ISBN 9783832591663, 3832591664

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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