• DocumentCode
    125754
  • Title

    Use of Wirtinger calculus in Gauss-Newton inversion of microwave tomography data

  • Author

    Mojabi, Puyan ; LoVetri, Joe

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of Manitoba, Winnipeg, MB, Canada
  • fYear
    2014
  • fDate
    16-23 Aug. 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In microwave tomography inversion, it is often desirable to use complex-domain derivative operators toward reconstructing the unknown complex contrast profile of the target. However, the cost functionals to be optimized are often not complex differentiable with respect to the unknown by the strict definition of complex differentiability. This paper utilizes the so-called Wirtinger calculus in the infinite dimensional space to bypass this strict definition so as to provide closed-form expressions for the complex-domain derivative operators that, when discretized, can be used in Gauss-Newton inversion of microwave tomography data.
  • Keywords
    image reconstruction; medical image processing; microwave imaging; tomography; Gauss-Newton inversion; Wirtinger calculus; closed-form expression; complex differentiability; complex-domain derivative operator; cost function; imaging domain; infinite dimensional space; microwave tomography data; microwave tomography inversion; target reconstruction; Antennas; Calculus; Closed-form solutions; Microwave imaging; Microwave measurement; Tomography; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    General Assembly and Scientific Symposium (URSI GASS), 2014 XXXIth URSI
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/URSIGASS.2014.6929119
  • Filename
    6929119