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Distributed data fusion for the internet of things

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dc.contributor.author Dautov R.
dc.contributor.author Distefano S.
dc.date.accessioned 2018-04-05T07:09:19Z
dc.date.available 2018-04-05T07:09:19Z
dc.date.issued 2017
dc.identifier.issn 0302-9743
dc.identifier.uri http://dspace.kpfu.ru/xmlui/handle/net/129651
dc.description.abstract © Springer International Publishing AG 2017. The ubiquitous Internet of Things is underpinned by the recent advancements in the wireless networking technology, which enabled connecting previously scattered devices into the global network. IoT engineers, however, are required to handle current limitations and find the right balance between data transferring range, throughput, and power consumption of wireless IoT devices. As a result, existing IoT systems, based on collecting data from a distributed network of edge devices, are limited by the amount of data they are able to transfer over the network. This means that some sort of data fusion mechanism has to be introduced, which would be responsible for filtering raw data before sending them further to a next node through the network. As a potential way of implementing such a mechanism, this paper proposes utilising Complex Event Processing and introduces a hierarchical distributed architecture for enabling data fusion at various levels.
dc.relation.ispartofseries Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.subject Cloud computing
dc.subject Complex event processing
dc.subject Data fusion
dc.subject Distributed architecture
dc.subject Edge computing
dc.subject Internet of things
dc.title Distributed data fusion for the internet of things
dc.type Conference Paper
dc.relation.ispartofseries-volume 10421 LNCS
dc.collection Публикации сотрудников КФУ
dc.relation.startpage 427
dc.source.id SCOPUS03029743-2017-10421-SID85028718785

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  • Публикации сотрудников КФУ Scopus [20180]
    Коллекция содержит публикации сотрудников Казанского федерального (до 2010 года Казанского государственного) университета, проиндексированные в БД Scopus, начиная с 1970г.

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