• DocumentCode
    2900935
  • Title

    Noise bias correction in accumulated modulus NMR signal recovery

  • Author

    Martini, Giuseppe ; Ferrante, Gianni

  • Author_Institution
    Univ. of Pavia, Pavia, Italy
  • fYear
    2011
  • fDate
    12-16 June 2011
  • Firstpage
    425
  • Lastpage
    428
  • Abstract
    We discuss Nuclear Magnetic Resonance (NMR) signal detection in unstable magnetic field B and low Signal-to-Noise Ratio (SNR) condition. To improve SNR many acquisitions are accumulated and, because of B instability, inphase and quadrature components (I&Q) cannot be accumulated since carrier frequency changes from one acquisition to another. Carrier frequency dependence is removed by modulus S calculation, allowing S accumulation. Resulting accumulated S has improved SNR by a factor √k, but suffers from a noise error, sometimes called “noise bias”, arising from Rice statistics of S. We propose a technique to compensate such an error from knowledge of the original SNR of each acquisition of I&Q components. Usually SNR is estimated from acquisition with zero NMR signal, by switching off RF generator or, in NMR Imaging (MRI), from background pixels. Our technique is new since we estimate original SNR without switching off the signal to measure noise alone, but by calculation of modulus variance from accumulated S and S2. We describe the compensation technique, showing both simulated results and real world results confirming goodness of our approach.
  • Keywords
    NMR imaging; noise; B instability; NMR imaging; RF generator; Rice statistics; background pixels; carrier frequency dependence; compensation technique; low signal-to-noise ratio condition; modulus NMR signal recovery; modulus variance; noise bias correction; noise error; nuclear magnetic resonance signal detection; quadrature components; unstable magnetic field; Error compensation; Magnetic resonance imaging; Noise measurement; Nuclear magnetic resonance; Signal to noise ratio; Table lookup;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Noise and Fluctuations (ICNF), 2011 21st International Conference on
  • Conference_Location
    Toronto, ON
  • Print_ISBN
    978-1-4577-0189-4
  • Type

    conf

  • DOI
    10.1109/ICNF.2011.5994361
  • Filename
    5994361