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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2014
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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. |
format | Online Article Text |
id | pubmed-4178994 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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