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UBC Theses and Dissertations
A study of numerical errors in simulations of the cosmic microwave background polarization Chen, Bell I. L.
Abstract
There have been numerous studies of data analysis issues involving temperature anisotropics on the microwave sky, but far less attention paid to the polarization signals. The production of maps and their reduction to power spectra proceeds by choosing a particular way of dividing the sphere into pixels. The Equidistant Cylindrical Projection (ECP) is the geometrically simplest pixelization scheme and might have been sufficient in the early days of Cosmology, when the uncertainties from numerical calculations were ususally overshadowed by experimental errors. But with future satellite missions (MAP and Planck) on the horizon, we need to make sure that the pixelization scheme we choose does not add to the small experimental errors, in order to determine the cosmological parameters as accurately as possible. Numerical errors are a small part of the whole polarization data analysis process but one that is easily dealt with in comparison to other more complicated analyses of polarization. In this thesis, we begin by stating a consistent set of equations for calculating the CMB polarization sky and power spectrum. This will be implemented into an ECP scheme, which allows us to study the numerical errors introduced by various effetcs related to pixelization. We will show that all these errors can be optimally reduced by numerical techniques. And finally, we will apply these techniques to a HEALPix pixelization scheme to obtain the most accurate polarization power spectra.
Item Metadata
Title |
A study of numerical errors in simulations of the cosmic microwave background polarization
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Creator | |
Publisher |
University of British Columbia
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Date Issued |
2000
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Description |
There have been numerous studies of data analysis issues involving temperature
anisotropics on the microwave sky, but far less attention paid to the polarization signals.
The production of maps and their reduction to power spectra proceeds by choosing a
particular way of dividing the sphere into pixels. The Equidistant Cylindrical Projection
(ECP) is the geometrically simplest pixelization scheme and might have been sufficient
in the early days of Cosmology, when the uncertainties from numerical calculations were
ususally overshadowed by experimental errors. But with future satellite missions (MAP
and Planck) on the horizon, we need to make sure that the pixelization scheme we choose
does not add to the small experimental errors, in order to determine the cosmological
parameters as accurately as possible. Numerical errors are a small part of the whole polarization
data analysis process but one that is easily dealt with in comparison to other
more complicated analyses of polarization. In this thesis, we begin by stating a consistent
set of equations for calculating the CMB polarization sky and power spectrum. This will
be implemented into an ECP scheme, which allows us to study the numerical errors introduced
by various effetcs related to pixelization. We will show that all these errors can be
optimally reduced by numerical techniques. And finally, we will apply these techniques to
a HEALPix pixelization scheme to obtain the most accurate polarization power spectra.
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Extent |
4076097 bytes
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Genre | |
Type | |
File Format |
application/pdf
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Language |
eng
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Date Available |
2009-07-09
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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 |
10.14288/1.0085700
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URI | |
Degree | |
Program | |
Affiliation | |
Degree Grantor |
University of British Columbia
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Graduation Date |
2000-11
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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.