• DocumentCode
    850867
  • Title

    Experimental evaluation of two iterative reconstruction methods for induced current electrical impedance tomography

  • Author

    Ruan, Wenxin ; Guardo, Robert ; Adler, Andy

  • Author_Institution
    Inst. de Genie Biomed., Ecole Polytech. de Montreal, Que., Canada
  • Volume
    15
  • Issue
    2
  • fYear
    1996
  • fDate
    4/1/1996 12:00:00 AM
  • Firstpage
    180
  • Lastpage
    187
  • Abstract
    The Newton-Raphson (N-R) with two different regularization methods: the Levenberg-Marquardt (N-R-LM) and the Hachtel´s Augmented Matrix (N-R-HAM), were used to reconstruct images of conductivity changes in a cylindrical medium by Induced Current Electrical Impedance Tomography (ic-EIT). Experimental data were obtained from an 8-cm high, 19.2-cm diameter tank with 16 electrodes on the boundary surface and surrounded by eight 50-cm diameter coils. The coils were angularly displaced by 45° and offset 12.4 cm from the center of the tank. They were driven by a 150-mA (peak) 20-kHz sine wave. Potential differences between adjacent electrodes were measured with phase-sensitive demodulators. The scalar potential field in the electrode plane of the conducting medium, resulting from eddy currents generated by each coil, was computed by the Finite Element Method. Image reconstruction by the N-R-HAM method was found to provide higher resolution and better noise immunity than the N-R-LM method. Two 2.2-cm diameter nonconducting rods located 3.9 cm from the center of the tank, 180° from each other, were clearly resolved. Spatial resolution is estimated at 15% of the tank diameter and is comparable to the resolution obtained by conventional EIT using the Sheffield protocol. Higher resolution could be achieved with more coils and/or electrodes. A 16-coil system should present no construction problems. However, voltages induced by stray magnetic flux through the electrode leads and measurement circuits are significant and may limit the ability of ic-EIT to perform static imaging of conductivity distributions
  • Keywords
    Newton-Raphson method; eddy currents; electric impedance imaging; finite element analysis; image reconstruction; iterative methods; medical image processing; 12.4 cm; 150 mA; 19.2 cm; 2.2 cm; 20 kHz; 3.9 cm; 8 cm; Hachtel´s Augmented Matrix; Levenberg-Marquardt method; angularly displaced coils; cylindrical medium; electrode plane; finite element method; induced current electrical impedance tomography; iterative reconstruction methods; medical diagnostic imaging; noise immunity; regularization methods; scalar potential field; spatial resolution; Coils; Conductivity; Electrodes; Image reconstruction; Iterative methods; Reconstruction algorithms; Spatial resolution; Surface impedance; Surface reconstruction; Tomography;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.491419
  • Filename
    491419