Data Compression and Compressed Sensing in Imaging Mass...

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

Name: Data Compression and Compressed Sensing in Imaging Mass Spectrometry and Sporadic Communication
ISBN: 9783832591663

Andreas Bartels

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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.

کال:

2014

خپرونه:

خپرندویه اداره:

Logos Verlag Berlin

ژبه:

english

صفحه:

192

ISBN 10:

3832591664

ISBN 13: