Self-Organizing Architecture for Information Fusion in Distributed Sensor Networks
The management of heterogeneous distributed sensor networks requires new solutions that can address the problem of automatically fusing the information coming from different sources in an efficient and effective manner. In the literature it is possible to find different types of data fusion and info...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-03-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2015/231073 |
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| _version_ | 1832547835161083904 |
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| author | Javier Bajo Juan F. De Paz Gabriel Villarrubia Juan M. Corchado |
| author_facet | Javier Bajo Juan F. De Paz Gabriel Villarrubia Juan M. Corchado |
| author_sort | Javier Bajo |
| collection | DOAJ |
| description | The management of heterogeneous distributed sensor networks requires new solutions that can address the problem of automatically fusing the information coming from different sources in an efficient and effective manner. In the literature it is possible to find different types of data fusion and information fusion techniques in use today, but it is still a challenge to obtain systems that allow the automation or semiautomation of information processing and fusion. In this paper, we present a multiagent system that based on the organizational theory proposes a new model to automatically process and fuse information in heterogeneous distributed sensor networks. The proposed architecture is applied to a case study for indoor location where information is taken from different heterogeneous sensors. |
| format | Article |
| id | doaj-art-3def20c6b2f14c48a1d218b8f83abd9f |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2015-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-3def20c6b2f14c48a1d218b8f83abd9f2025-02-03T06:43:14ZengWileyInternational Journal of Distributed Sensor Networks1550-14772015-03-011110.1155/2015/231073231073Self-Organizing Architecture for Information Fusion in Distributed Sensor NetworksJavier Bajo0Juan F. De Paz1Gabriel Villarrubia2Juan M. Corchado3 Department of Artificial Intelligence, Polytechnic University of Madrid, Campus Montegancedo s/n, Boadilla del Monte, 28660 Madrid, Spain Faculty of Science, University of Salamanca, Plaza de la Merced s/n, 37002 Salamanca, Spain Faculty of Science, University of Salamanca, Plaza de la Merced s/n, 37002 Salamanca, Spain Faculty of Science, University of Salamanca, Plaza de la Merced s/n, 37002 Salamanca, SpainThe management of heterogeneous distributed sensor networks requires new solutions that can address the problem of automatically fusing the information coming from different sources in an efficient and effective manner. In the literature it is possible to find different types of data fusion and information fusion techniques in use today, but it is still a challenge to obtain systems that allow the automation or semiautomation of information processing and fusion. In this paper, we present a multiagent system that based on the organizational theory proposes a new model to automatically process and fuse information in heterogeneous distributed sensor networks. The proposed architecture is applied to a case study for indoor location where information is taken from different heterogeneous sensors.https://doi.org/10.1155/2015/231073 |
| spellingShingle | Javier Bajo Juan F. De Paz Gabriel Villarrubia Juan M. Corchado Self-Organizing Architecture for Information Fusion in Distributed Sensor Networks International Journal of Distributed Sensor Networks |
| title | Self-Organizing Architecture for Information Fusion in Distributed Sensor Networks |
| title_full | Self-Organizing Architecture for Information Fusion in Distributed Sensor Networks |
| title_fullStr | Self-Organizing Architecture for Information Fusion in Distributed Sensor Networks |
| title_full_unstemmed | Self-Organizing Architecture for Information Fusion in Distributed Sensor Networks |
| title_short | Self-Organizing Architecture for Information Fusion in Distributed Sensor Networks |
| title_sort | self organizing architecture for information fusion in distributed sensor networks |
| url | https://doi.org/10.1155/2015/231073 |
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