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PIER PIER B PIER C PIER M PIER Letters
2010-01-04
Three-Dimensional Nonlinear Inversion of Electrical Capacitance Tomography Data Using a Complete Sensor Model
By
Robert Banasiak,

    Dr. Robert Banasiak

    Computer Engineering Department

    Technical University of Lodz

    Poland

    Homepage

Radoslaw Wajman,

    Dr. Radoslaw Wajman

    Computer Engineering Department

    Technical University of Lodz

    Poland

    Homepage

Dominik Sankowski,

    Dr. Dominik Sankowski

    Computer Engineering Department

    Technical University of Lodz

    Poland

    Homepage

Manuchehr Soleimani

    Prof. Manuchehr Soleimani

    Dept of Electronic and Electrical Engineering

    University of Bath

    UK

    Homepage

Progress In Electromagnetics Research, Vol. 100, 219-234, 2010
doi:10.2528/PIER09111201
Abstract
Electrical Capacitance Tomography (ECT) is a non-invasive and non-destructive imaging technique that uses electrical capacitance measurements at the periphery of an object to generate map of dielectric permittivity of the object. This visualization method is a relatively mature industrial process tomography technique, especially in 2D imaging mode. Volumetric ECT is a new method that poses major computational challenges in image reconstruction and new challenges in sensor design. This paper shows a nonlinear image reconstruction method for 3D ECT based on a validated forward model. The method is based on the finite element approximation for the complete sensor model and the solution of the inverse problem with nonlinear iterative reconstruction. The nonlinear algorithm has been tested against some complicated experimental test cases, and it has been demonstrated that by using an improved forward model and nonlinear inversion method, very complex shaped samples can be reconstructed. The reconstruction of very complex geometry with objects in the shape of letters H, A, L and T is extremely promising for the applications of 3D ECT.
Citation
Robert Banasiak, Radoslaw Wajman, Dominik Sankowski, and Manuchehr Soleimani, "Three-Dimensional Nonlinear Inversion of Electrical Capacitance Tomography Data Using a Complete Sensor Model," Progress In Electromagnetics Research, Vol. 100, 219-234, 2010.
doi:10.2528/PIER09111201
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