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Locating Sensors for Detecting Source-to-Target Patterns of Special Nuclear Material Smuggling: A Spatial Information Theoretic Approach

In this paper, a spatial information-theoretic model is proposed to locate sensors for detecting source-to-target patterns of special nuclear material (SNM) smuggling. In order to ship the nuclear materials from a source location with SNM production to a target city, the smugglers must employ global...

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Detalles Bibliográficos
Autores principales: Przybyla, Jay, Taylor, Jeffrey, Zhou, Xuesong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231223/
https://www.ncbi.nlm.nih.gov/pubmed/22163641
http://dx.doi.org/10.3390/s100908070
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author Przybyla, Jay
Taylor, Jeffrey
Zhou, Xuesong
author_facet Przybyla, Jay
Taylor, Jeffrey
Zhou, Xuesong
author_sort Przybyla, Jay
collection PubMed
description In this paper, a spatial information-theoretic model is proposed to locate sensors for detecting source-to-target patterns of special nuclear material (SNM) smuggling. In order to ship the nuclear materials from a source location with SNM production to a target city, the smugglers must employ global and domestic logistics systems. This paper focuses on locating a limited set of fixed and mobile radiation sensors in a transportation network, with the intent to maximize the expected information gain and minimize the estimation error for the subsequent nuclear material detection stage. A Kalman filtering-based framework is adapted to assist the decision-maker in quantifying the network-wide information gain and SNM flow estimation accuracy.
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spelling pubmed-32312232011-12-07 Locating Sensors for Detecting Source-to-Target Patterns of Special Nuclear Material Smuggling: A Spatial Information Theoretic Approach Przybyla, Jay Taylor, Jeffrey Zhou, Xuesong Sensors (Basel) Article In this paper, a spatial information-theoretic model is proposed to locate sensors for detecting source-to-target patterns of special nuclear material (SNM) smuggling. In order to ship the nuclear materials from a source location with SNM production to a target city, the smugglers must employ global and domestic logistics systems. This paper focuses on locating a limited set of fixed and mobile radiation sensors in a transportation network, with the intent to maximize the expected information gain and minimize the estimation error for the subsequent nuclear material detection stage. A Kalman filtering-based framework is adapted to assist the decision-maker in quantifying the network-wide information gain and SNM flow estimation accuracy. Molecular Diversity Preservation International (MDPI) 2010-08-27 /pmc/articles/PMC3231223/ /pubmed/22163641 http://dx.doi.org/10.3390/s100908070 Text en © 2010 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Przybyla, Jay
Taylor, Jeffrey
Zhou, Xuesong
Locating Sensors for Detecting Source-to-Target Patterns of Special Nuclear Material Smuggling: A Spatial Information Theoretic Approach
title Locating Sensors for Detecting Source-to-Target Patterns of Special Nuclear Material Smuggling: A Spatial Information Theoretic Approach
title_full Locating Sensors for Detecting Source-to-Target Patterns of Special Nuclear Material Smuggling: A Spatial Information Theoretic Approach
title_fullStr Locating Sensors for Detecting Source-to-Target Patterns of Special Nuclear Material Smuggling: A Spatial Information Theoretic Approach
title_full_unstemmed Locating Sensors for Detecting Source-to-Target Patterns of Special Nuclear Material Smuggling: A Spatial Information Theoretic Approach
title_short Locating Sensors for Detecting Source-to-Target Patterns of Special Nuclear Material Smuggling: A Spatial Information Theoretic Approach
title_sort locating sensors for detecting source-to-target patterns of special nuclear material smuggling: a spatial information theoretic approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231223/
https://www.ncbi.nlm.nih.gov/pubmed/22163641
http://dx.doi.org/10.3390/s100908070
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