Analysis of temporal complex events in sensor networks

Juan Boubeta-Puig 1 Mario Bravetti 2 Luis Llana 3 Mercedes Merayo 3
2 FOCUS - Foundations of Component-based Ubiquitous Systems
CRISAM - Inria Sophia Antipolis - Méditerranée , DISI - Dipartimento di Informatica - Scienza e Ingegneria [Bologna]
Abstract : In this paper we introduce a framework for detecting anomalies in the clocks of the different components of a network of sensor stations connected with a central server for measuring of air quality. Local clocks of sensor stations can be advanced/delayed with respect to the central server clock and this situation provokes the inaccuracy in the interpretation of the collected data. We propose a novel approach, supported by a formal representation of the network using fuzzy-timed automata, to precisely represent the expected behaviour of each component of the network. Using fuzzy logic concepts, we can specify admissible mismatches between the clocks. In addition, we apply complex event processing (CEP) technology in order to automatically detect situations of interest while processing the massive amount of data transferred across the network. Specifically, we have designed a collection of CEP patterns that trigger alarms when unexpected differences are observed. We also report the results obtained from the application of our approach to the network during December 2016.
Type de document :
Article dans une revue
Journal of Information and Telecommunication, Taylor & Francis, 2017, 1 (3), pp.273-289. 〈10.1080/24751839.2017.1347763〉
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Soumis le : samedi 18 novembre 2017 - 17:47:42
Dernière modification le : mercredi 10 octobre 2018 - 10:09:06
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Analysis of temporal complex e...
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Juan Boubeta-Puig, Mario Bravetti, Luis Llana, Mercedes Merayo. Analysis of temporal complex events in sensor networks. Journal of Information and Telecommunication, Taylor & Francis, 2017, 1 (3), pp.273-289. 〈10.1080/24751839.2017.1347763〉. 〈hal-01637941〉



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