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Solving inverse radiometric problems arising from infrared recordings

Thesis (PhD)--University of Pretoria, 2018.

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Other Authors: Kijko, Andrzej
Format: Thesis
Language:English
Published: University of Pretoria 2018
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access_status_str Open Access
author2 Kijko, Andrzej
author_browse Kijko, Andrzej
author_facet Kijko, Andrzej
collection Thesis
dc_rights_str_mv © 2018 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria.
description Thesis (PhD)--University of Pretoria, 2018.
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institution University of Pretoria (South Africa)
language English
last_indexed 2026-06-10T12:36:58.250Z
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provenance_str_mv Harvested via OAI-PMH from UPSpace — University of Pretoria Institutional Repository
publishDate 2018
publishDateRange 2018
publishDateSort 2018
publisher University of Pretoria
publisherStr University of Pretoria
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source_str UPSpace — University of Pretoria Institutional Repository
spelling oai:repository.up.ac.za:2263/65306 Solving inverse radiometric problems arising from infrared recordings Kijko, Andrzej stephanus.retief@gmail.com Retief, Stephanus Johannes Paulus UCTD Thesis (PhD)--University of Pretoria, 2018. The work presented in this thesis arose from the requirement in the military environment to obtain infrared radiation source/signature values of target objects usually of interest to infrared missiles under development. In situ measurements made of such objects are typically over a range of 100–3000 m and are influenced by the environment and by the instrument itself; the need therefore exists for measurement methods and data reduction techniques that incorporate corrections of these unwanted influences on the observed radiation. In this thesis, a measurement equation describing the infrared measurement of solid and gaseous type objects and the influence of the environment and the measuring instrument itself on these measurements is formulated. The measurement equation then forms the starting point of the formulation of a data reduction equation, which represents an inverse radiometric problem to be solved in order to obtain the radiation source values of the object being measured. An aircraft engine plume, for which a radiometric inverse problem is formulated and solved, is the target object of main interest in this work. In situ recordings of a turbine jet engine aircraft were used, but it is also shown that recordings of a micro turbine engine can be used in concept studies of plume emission. An inversion technique is presented for obtaining the three-dimensional inner radiance structure of a plume after the plume source values have been obtained from measurements. The inversion technique makes use of a discretized version of the formal solution to the equation of radiative transfer, which leads to a matrix equation from which the radiances of the volume elements inside the plume are obtained. The plume emission model based on this inner radiance structure is able to predict the observed plume emission at any arbitrary position outside the plume. The intensity predictions of the plume model are verified at the aspect angles for which measurements are available. It is also shown that under controlled laboratory conditions, the influence of the instrument on its own measurements by means of its spectral response can be resolved. The specific measurement set-up, involving only the instrument and a blackbody radiator, is described and the results are used as input to a novel inversion technique. The measurement equation for this instance is a Fredholm Integral Equation of the First Kind (IFK), which is manipulated in such a way that the resulting data reduction equation can be used to obtain the instrument spectral response. The IFK is, however, extremely ill-conditioned and the regularization method of Tikhonov is used in order to obtain a stable answer. The significance of the measurement methods and data reduction techniques presented lies in the improved capability of obtaining accurate radiation source parameters of objects of interest – especially for gaseous type objects such as an aircraft plume, for which the inner radiance structure can also be obtained. With improved source parameter values, the accuracy in the modelling of these objects also improves, leading to the resultant improvement of any electro-optical product being manufactured for the detection, identification and tracking of such objects whenever simulations form part of the product development. Physics PhD Unrestricted 2018-07-05T17:46:53Z 2018-07-05T17:46:53Z 2018-09 2018 Thesis Retief, SJP 2018, Solving inverse radiometric problems arising from infrared recordings, PhD Thesis, University of Pretoria, Pretoria, viewed yymmdd <http://hdl.handle.net/2263/65306> S2018 http://hdl.handle.net/2263/65306 en © 2018 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria. application/pdf University of Pretoria
spellingShingle UCTD
Solving inverse radiometric problems arising from infrared recordings
title Solving inverse radiometric problems arising from infrared recordings
title_full Solving inverse radiometric problems arising from infrared recordings
title_fullStr Solving inverse radiometric problems arising from infrared recordings
title_full_unstemmed Solving inverse radiometric problems arising from infrared recordings
title_short Solving inverse radiometric problems arising from infrared recordings
title_sort solving inverse radiometric problems arising from infrared recordings
topic UCTD
url http://hdl.handle.net/2263/65306