• 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