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Published on: December 18, 2016
A method to solve the forward problem in magnetic induction tomography based on the weakly coupled field
Bachir Dekdouk1, Wuliang Yin, Christos Ktistis
1School of Electrical and Electronic Engineering, University of Manchester, Manchester, M60 1QD, UK. b.dekdouk@student.manchester.ac.uk
Magnetic induction tomography (MIT) offers noninvasive imaging of biological tissues. A new weakly coupled approximation significantly speeds up image reconstruction, making MIT more computationally efficient for medical applications.
Area of Science:
- Biomedical Engineering
- Electromagnetics
- Computational Imaging
Background:
- Magnetic induction tomography (MIT) is a noninvasive imaging technique.
- MIT is suitable for biological tissue imaging due to its noncontact coils.
- Image reconstruction in MIT is computationally intensive, hindering high-resolution medical applications.
Purpose of the Study:
- To investigate a weakly coupled approximation for solving the forward problem in MIT.
- To evaluate the trade-off between computational efficiency and accuracy using this approximation.
- To determine the validity and applicability of the approximation for medical imaging.
Main Methods:
- Developed an analytical solution for mutual impedance change using full-wave theory.
- Presented a numerical impedance method based on electrical circuit analogues and sparse matrix techniques.
- Validated the approximation's accuracy against a commercial finite-element solver (COMSOL).
Main Results:
- Demonstrated 10 MHz as an acceptable upper frequency limit for the approximation's validity.
- Achieved a 0.4% tolerance at 10 MHz for conductivities below 0.5 S/m.
- The approximation significantly reduces computation time and memory usage compared to finite-element methods.
Conclusions:
- The weakly coupled approximation is accurate and computationally efficient for MIT.
- This method is suitable for low-conductivity medical applications.
- The approach enhances the feasibility of high-resolution MIT imaging.
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