DocumentCode
148659
Title
Multidimensional Cramér-Rao lower bound for non-uniformly sampled NMR signals
Author
Mansson, Anders ; Jakobsson, Andreas ; Akke, Mikael
Author_Institution
Dept. of Math. Stat., Lund Univ., Lund, Sweden
fYear
2014
fDate
1-5 Sept. 2014
Firstpage
974
Lastpage
978
Abstract
In this work, we extend recent results on the Cramér-Rao lower bound for multidimensional non-uniformly sampled Nuclear Magnetic Resonance (NMR) signals. The used signal model is more general than earlier models, allowing for the typically present variance differences between the direct and the different indirect sampling dimensions. The presented bound is verified with earlier presented 1-and R-dimensional bounds as well as with the obtainable estimation accuracy using the statistically efficient non-linear least squares estimator. Finally, the usability of the presented bound is illustrated as a measure of the obtainable accuracy using three different sampling schemes for a real 15N-HSQC NMR experiment.
Keywords
biomedical NMR; least squares approximations; medical signal processing; signal sampling; multidimensional Cramér-Rao lower bound; nonlinear least squares estimator; nonuniformly sampled NMR signals; nuclear magnetic resonance signals; real 15N-HSQC NMR experiment; sampling schemes; Abstracts; Rivers; Robustness; Sensors; Signal to noise ratio; Cramér-Rao lower bound; NMR spectroscopy; Non-uniform sampling;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location
Lisbon
Type
conf
Filename
6952334
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