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On EventTime Triggered and Distributed Analysis of a WSN System for Event Detection, Using Fuzzy Logic
Joint Authors
Dima, Sofia Maria
Antonopoulos, Christos
Koubias, Stavros
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-28, 28 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-04-27
Country of Publication
Egypt
No. of Pages
28
Main Subjects
Abstract EN
Event detection in realistic WSN environments is a critical research domain, while the environmental monitoring comprises one of its most pronounced applications.
Although efforts related to the environmental applications have been presented in the current literature, there is a significant lack of investigation on the performance of such systems, when applied in wireless environments.
Aiming at addressing this shortage, in this paper an advanced multimodal approach is followed based on fuzzy logic.
The proposed fuzzy inference system (FIS) is implemented on TelosB motes and evaluates the probability of fire detection while aiming towards power conservation.
Additionally to a straightforward centralized approach, a distributed implementation of the above FIS is also proposed, aiming towards network congestion reduction while optimally distributing the energy consumption among network nodes so as to maximize network lifetime.
Moreover this work proposes an event based execution of the aforementioned FIS aiming to further reduce the computational as well as the communication cost, compared to a periodical time triggered FIS execution.
As a final contribution, performance metrics acquired from all the proposed FIS implementation techniques are thoroughly compared and analyzed with respect to critical network conditions aiming to offer realistic evaluation and thus objective conclusions’ extraction.
American Psychological Association (APA)
Dima, Sofia Maria& Antonopoulos, Christos& Koubias, Stavros. 2016. On EventTime Triggered and Distributed Analysis of a WSN System for Event Detection, Using Fuzzy Logic. Journal of Sensors،Vol. 2016, no. 2016, pp.1-28.
https://search.emarefa.net/detail/BIM-1110694
Modern Language Association (MLA)
Dima, Sofia Maria…[et al.]. On EventTime Triggered and Distributed Analysis of a WSN System for Event Detection, Using Fuzzy Logic. Journal of Sensors No. 2016 (2016), pp.1-28.
https://search.emarefa.net/detail/BIM-1110694
American Medical Association (AMA)
Dima, Sofia Maria& Antonopoulos, Christos& Koubias, Stavros. On EventTime Triggered and Distributed Analysis of a WSN System for Event Detection, Using Fuzzy Logic. Journal of Sensors. 2016. Vol. 2016, no. 2016, pp.1-28.
https://search.emarefa.net/detail/BIM-1110694
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1110694