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Self-Organizing Architecture for Information Fusion in Distributed Sensor Networks
Author(s) -
Javier Bajo,
Juan F. De Paz,
Gabriel Villarrubia González,
Juan M. Corchado
Publication year - 2015
Publication title -
international journal of distributed sensor networks
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.324
H-Index - 53
eISSN - 1550-1477
pISSN - 1550-1329
DOI - 10.1155/2015/231073
Subject(s) - computer science , fuse (electrical) , sensor fusion , distributed computing , architecture , process (computing) , information fusion , automation , wireless sensor network , information integration , data mining , artificial intelligence , computer network , mechanical engineering , art , electrical engineering , visual arts , engineering , operating system
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.

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