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UBC Theses and Dissertations
Cylindrical RF tomography Lam, Kim
Abstract
Tomography allows the examination of an object's interior without having to destroy the object. There have been many forms of tomography including MRIs and CT scans. All forms of tomography infer the interior of an object from a set of measurements. An algorithm to infer the features of infinite dielectric cylinders using electromagnetic waves is developed in this thesis. The intended application for this algorithm is the imaging of lumber. The algorithm recovers the dielectric permittivity distribution from an infinite cylinder. It uses Richmond's Method to model the physical behavior of the infinite cylinder. The algorithm uses an iterative non-linear inversion scheme to recover the dielectric permittivity distribution. The non-linear inversion scheme uses a regularization term that minimizes the structure of the permittivity distribution subject to a constraint involving the measured scattered field from the cylinder. It was found that by decreasing the weighting of the regularization, and eventually turning off the regularization, the exact permittivity distribution can be recovered for a noiseless and over-determined system. In the presence of noise, an approximate permittivity distribution can be recovered; however regularization cannot be turned off. Similarly, for an under-determined system, an approximate permittivity distribution can be found, but regularization cannot be turned off.
Item Metadata
Title |
Cylindrical RF tomography
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Creator | |
Publisher |
University of British Columbia
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Date Issued |
2003
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Description |
Tomography allows the examination of an object's interior without having to
destroy the object. There have been many forms of tomography including MRIs and CT
scans. All forms of tomography infer the interior of an object from a set of
measurements. An algorithm to infer the features of infinite dielectric cylinders using
electromagnetic waves is developed in this thesis. The intended application for this
algorithm is the imaging of lumber.
The algorithm recovers the dielectric permittivity distribution from an infinite
cylinder. It uses Richmond's Method to model the physical behavior of the infinite
cylinder. The algorithm uses an iterative non-linear inversion scheme to recover the
dielectric permittivity distribution. The non-linear inversion scheme uses a regularization
term that minimizes the structure of the permittivity distribution subject to a constraint
involving the measured scattered field from the cylinder.
It was found that by decreasing the weighting of the regularization, and eventually
turning off the regularization, the exact permittivity distribution can be recovered for a
noiseless and over-determined system. In the presence of noise, an approximate
permittivity distribution can be recovered; however regularization cannot be turned off.
Similarly, for an under-determined system, an approximate permittivity distribution can
be found, but regularization cannot be turned off.
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Extent |
7467079 bytes
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Genre | |
Type | |
File Format |
application/pdf
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Language |
eng
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Date Available |
2009-11-17
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Provider |
Vancouver : University of British Columbia Library
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Rights |
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.
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DOI |
10.14288/1.0065522
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URI | |
Degree | |
Program | |
Affiliation | |
Degree Grantor |
University of British Columbia
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Graduation Date |
2004-05
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Campus | |
Scholarly Level |
Graduate
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Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.