• DocumentCode
    3376655
  • Title

    Lp-normalized minimum-L1-norm solution of the biomagnetic inverse problem

  • Author

    Matsuura, Kanta ; Okabe, Yoichi

  • Author_Institution
    Res. Center for Adv. Sci. & Technol., Tokyo Univ., Japan
  • Volume
    5
  • fYear
    1996
  • fDate
    31 Oct-3 Nov 1996
  • Firstpage
    2254
  • Abstract
    Depending on reconstruction models, estimation of biomagnetic sources may require compensation for sensoring bias. For a minimum-L1-norm approach such as selective minimum-norm (SMN) method, Lp-normalization of the lead-field vectors is a theoretically suitable compensation technique. This theory and an experimental evaluation are presented by using a three-dimensional sphere model. The evaluation gives a moderate range of the normalization parameter p which prevents location errors from exceeding the grid interval of the model. L2-normalization is in the middle of this range
  • Keywords
    biomagnetism; inverse problems; physiological models; Lp-normalized minimum-L1-norm solution; biomagnetic inverse problem; biomagnetic sources; compensation; grid interval; lead-field vectors; location errors; normalization parameter; reconstruction models; selective minimum-norm method; sensoring bias; three-dimensional sphere model; Biomagnetics; Electrodes; Engineering in Medicine and Biology Society; Estimation error; Inverse problems; Position measurement; Predictive models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
  • Conference_Location
    Amsterdam
  • Print_ISBN
    0-7803-3811-1
  • Type

    conf

  • DOI
    10.1109/IEMBS.1996.646521
  • Filename
    646521