A Review of Data Fusion Techniques

The integration of data and knowledge from several sources is known as data fusion. This paper summarizes the state of the data fusion field and describes the most relevant studies. We first enumerate and explain different classification schemes for data fusion. Then, the most common algorithms are...

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Detalles Bibliográficos
Autor principal: Castanedo, Federico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Review Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3826336/
https://www.ncbi.nlm.nih.gov/pubmed/24288502
http://dx.doi.org/10.1155/2013/704504
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author Castanedo, Federico
author_facet Castanedo, Federico
author_sort Castanedo, Federico
collection PubMed
description The integration of data and knowledge from several sources is known as data fusion. This paper summarizes the state of the data fusion field and describes the most relevant studies. We first enumerate and explain different classification schemes for data fusion. Then, the most common algorithms are reviewed. These methods and algorithms are presented using three different categories: (i) data association, (ii) state estimation, and (iii) decision fusion.
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spelling pubmed-38263362013-11-28 A Review of Data Fusion Techniques Castanedo, Federico ScientificWorldJournal Review Article The integration of data and knowledge from several sources is known as data fusion. This paper summarizes the state of the data fusion field and describes the most relevant studies. We first enumerate and explain different classification schemes for data fusion. Then, the most common algorithms are reviewed. These methods and algorithms are presented using three different categories: (i) data association, (ii) state estimation, and (iii) decision fusion. Hindawi Publishing Corporation 2013-10-27 /pmc/articles/PMC3826336/ /pubmed/24288502 http://dx.doi.org/10.1155/2013/704504 Text en Copyright © 2013 Federico Castanedo. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Castanedo, Federico
A Review of Data Fusion Techniques
title A Review of Data Fusion Techniques
title_full A Review of Data Fusion Techniques
title_fullStr A Review of Data Fusion Techniques
title_full_unstemmed A Review of Data Fusion Techniques
title_short A Review of Data Fusion Techniques
title_sort review of data fusion techniques
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3826336/
https://www.ncbi.nlm.nih.gov/pubmed/24288502
http://dx.doi.org/10.1155/2013/704504
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