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Ambient Agents: Embedded Agents for Remote Control and Monitoring Using the PANGEA Platform

Ambient intelligence has advanced significantly during the last few years. The incorporation of image processing and artificial intelligence techniques have opened the possibility for such aspects as pattern recognition, thus allowing for a better adaptation of these systems. This study presents a n...

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Detalles Bibliográficos
Autores principales: Villarrubia, Gabriel, De Paz, Juan F., Bajo, Javier, Corchado, Juan M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4178994/
https://www.ncbi.nlm.nih.gov/pubmed/25090416
http://dx.doi.org/10.3390/s140813955
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author Villarrubia, Gabriel
De Paz, Juan F.
Bajo, Javier
Corchado, Juan M.
author_facet Villarrubia, Gabriel
De Paz, Juan F.
Bajo, Javier
Corchado, Juan M.
author_sort Villarrubia, Gabriel
collection PubMed
description Ambient intelligence has advanced significantly during the last few years. The incorporation of image processing and artificial intelligence techniques have opened the possibility for such aspects as pattern recognition, thus allowing for a better adaptation of these systems. This study presents a new model of an embedded agent especially designed to be implemented in sensing devices with resource constraints. This new model of an agent is integrated within the PANGEA (Platform for the Automatic Construction of Organiztions of Intelligent Agents) platform, an organizational-based platform, defining a new sensor role in the system and aimed at providing contextual information and interacting with the environment. A case study was developed over the PANGEA platform and designed using different agents and sensors responsible for providing user support at home in the event of incidents or emergencies. The system presented in the case study incorporates agents in Arduino hardware devices with recognition modules and illuminated bands; it also incorporates IP cameras programmed for automatic tracking, which can connect remotely in the event of emergencies. The user wears a bracelet, which contains a simple vibration sensor that can receive notifications about the emergency situation.
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spelling pubmed-41789942014-10-02 Ambient Agents: Embedded Agents for Remote Control and Monitoring Using the PANGEA Platform Villarrubia, Gabriel De Paz, Juan F. Bajo, Javier Corchado, Juan M. Sensors (Basel) Article Ambient intelligence has advanced significantly during the last few years. The incorporation of image processing and artificial intelligence techniques have opened the possibility for such aspects as pattern recognition, thus allowing for a better adaptation of these systems. This study presents a new model of an embedded agent especially designed to be implemented in sensing devices with resource constraints. This new model of an agent is integrated within the PANGEA (Platform for the Automatic Construction of Organiztions of Intelligent Agents) platform, an organizational-based platform, defining a new sensor role in the system and aimed at providing contextual information and interacting with the environment. A case study was developed over the PANGEA platform and designed using different agents and sensors responsible for providing user support at home in the event of incidents or emergencies. The system presented in the case study incorporates agents in Arduino hardware devices with recognition modules and illuminated bands; it also incorporates IP cameras programmed for automatic tracking, which can connect remotely in the event of emergencies. The user wears a bracelet, which contains a simple vibration sensor that can receive notifications about the emergency situation. MDPI 2014-07-31 /pmc/articles/PMC4178994/ /pubmed/25090416 http://dx.doi.org/10.3390/s140813955 Text en © 2014 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
Villarrubia, Gabriel
De Paz, Juan F.
Bajo, Javier
Corchado, Juan M.
Ambient Agents: Embedded Agents for Remote Control and Monitoring Using the PANGEA Platform
title Ambient Agents: Embedded Agents for Remote Control and Monitoring Using the PANGEA Platform
title_full Ambient Agents: Embedded Agents for Remote Control and Monitoring Using the PANGEA Platform
title_fullStr Ambient Agents: Embedded Agents for Remote Control and Monitoring Using the PANGEA Platform
title_full_unstemmed Ambient Agents: Embedded Agents for Remote Control and Monitoring Using the PANGEA Platform
title_short Ambient Agents: Embedded Agents for Remote Control and Monitoring Using the PANGEA Platform
title_sort ambient agents: embedded agents for remote control and monitoring using the pangea platform
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4178994/
https://www.ncbi.nlm.nih.gov/pubmed/25090416
http://dx.doi.org/10.3390/s140813955
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