• DocumentCode
    814702
  • Title

    Microwave Biomedical Data Inversion Using the Finite-Difference Contrast Source Inversion Method

  • Author

    Gilmore, Colin ; Abubakar, Aria ; Hu, Wenyi ; Habashy, Tarek M. ; Van Den Berg, Peter M.

  • Author_Institution
    Schulmberger-Doll Res., Cambridge, MA
  • Volume
    57
  • Issue
    5
  • fYear
    2009
  • fDate
    5/1/2009 12:00:00 AM
  • Firstpage
    1528
  • Lastpage
    1538
  • Abstract
    We present a contrast source inversion (CSI) technique which is based on a finite-difference (FD) solver for use in microwave biomedical imaging. The algorithm is capable of inverting complex-permittivity biomedical data sets without the explicit use of a forward solver at each iteration. The FD solver is based in the frequency domain, utilizes perfectly matched layer (PML) boundary conditions, and the stiffness matrix is solved via an LU decomposition and Gaussian elimination. An important feature of the FD-CSI algorithm is that the stiffness matrix associated with the FD solver depends only upon the background medium and frequency, and thus the LU decomposition is only performed once, before the iterative inversion process. Unlike the usual integral equation (IE) based inversion techniques, the FD-CSI algorithm is readily capable of utilizing an arbitrary backarbitrary backgroundground medium for the inversion process.
  • Keywords
    biomedical imaging; finite difference methods; iterative methods; permittivity; FD-CSI algorithm; complex permittivity; contrast source inversion method; finite-difference solver; iterative inversion process; microwave biomedical data inversion; microwave biomedical imaging; perfectly matched layer boundary conditions; stiffness matrix; Bioinformatics; Biomedical imaging; Boundary conditions; Finite difference methods; Frequency domain analysis; Integral equations; Iterative algorithms; Matrix decomposition; Microwave theory and techniques; Perfectly matched layers; Biomedical imaging; electromagnetic fields; inverse problems; iterative methods;
  • fLanguage
    English
  • Journal_Title
    Antennas and Propagation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-926X
  • Type

    jour

  • DOI
    10.1109/TAP.2009.2016728
  • Filename
    4909426