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The Virtual Environment for Rapid Prototyping of the Intelligent Environment

Advances in domains such as sensor networks and electronic and ambient intelligence have allowed us to create intelligent environments (IEs). However, research in IE is being held back by the fact that researchers face major difficulties, such as a lack of resources for their experiments. Indeed, th...

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Detalles Bibliográficos
Autores principales: Francillette, Yannick, Boucher, Eric, Bouzouane, Abdenour, Gaboury, Sébastien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5713491/
https://www.ncbi.nlm.nih.gov/pubmed/29112175
http://dx.doi.org/10.3390/s17112562
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author Francillette, Yannick
Boucher, Eric
Bouzouane, Abdenour
Gaboury, Sébastien
author_facet Francillette, Yannick
Boucher, Eric
Bouzouane, Abdenour
Gaboury, Sébastien
author_sort Francillette, Yannick
collection PubMed
description Advances in domains such as sensor networks and electronic and ambient intelligence have allowed us to create intelligent environments (IEs). However, research in IE is being held back by the fact that researchers face major difficulties, such as a lack of resources for their experiments. Indeed, they cannot easily build IEs to evaluate their approaches. This is mainly because of economic and logistical issues. In this paper, we propose a simulator to build virtual IEs. Simulators are a good alternative to physical IEs because they are inexpensive, and experiments can be conducted easily. Our simulator is open source and it provides users with a set of virtual sensors that simulates the behavior of real sensors. This simulator gives the user the capacity to build their own environment, providing a model to edit inhabitants’ behavior and an interactive mode. In this mode, the user can directly act upon IE objects. This simulator gathers data generated by the interactions in order to produce datasets. These datasets can be used by scientists to evaluate several approaches in IEs.
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spelling pubmed-57134912017-12-07 The Virtual Environment for Rapid Prototyping of the Intelligent Environment Francillette, Yannick Boucher, Eric Bouzouane, Abdenour Gaboury, Sébastien Sensors (Basel) Article Advances in domains such as sensor networks and electronic and ambient intelligence have allowed us to create intelligent environments (IEs). However, research in IE is being held back by the fact that researchers face major difficulties, such as a lack of resources for their experiments. Indeed, they cannot easily build IEs to evaluate their approaches. This is mainly because of economic and logistical issues. In this paper, we propose a simulator to build virtual IEs. Simulators are a good alternative to physical IEs because they are inexpensive, and experiments can be conducted easily. Our simulator is open source and it provides users with a set of virtual sensors that simulates the behavior of real sensors. This simulator gives the user the capacity to build their own environment, providing a model to edit inhabitants’ behavior and an interactive mode. In this mode, the user can directly act upon IE objects. This simulator gathers data generated by the interactions in order to produce datasets. These datasets can be used by scientists to evaluate several approaches in IEs. MDPI 2017-11-07 /pmc/articles/PMC5713491/ /pubmed/29112175 http://dx.doi.org/10.3390/s17112562 Text en © 2017 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 (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Francillette, Yannick
Boucher, Eric
Bouzouane, Abdenour
Gaboury, Sébastien
The Virtual Environment for Rapid Prototyping of the Intelligent Environment
title The Virtual Environment for Rapid Prototyping of the Intelligent Environment
title_full The Virtual Environment for Rapid Prototyping of the Intelligent Environment
title_fullStr The Virtual Environment for Rapid Prototyping of the Intelligent Environment
title_full_unstemmed The Virtual Environment for Rapid Prototyping of the Intelligent Environment
title_short The Virtual Environment for Rapid Prototyping of the Intelligent Environment
title_sort virtual environment for rapid prototyping of the intelligent environment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5713491/
https://www.ncbi.nlm.nih.gov/pubmed/29112175
http://dx.doi.org/10.3390/s17112562
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