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Exploiting a prioritized MAC protocol to efficiently compute interpolations

dc.contributor.authorAndersson, Björn
dc.contributor.authorPereira, Nuno
dc.contributor.authorTovar, Eduardo
dc.date.accessioned2014-02-18T12:45:09Z
dc.date.available2014-02-18T12:45:09Z
dc.date.issued2007
dc.description.abstractConsider a network where all nodes share a single broadcast domain such as a wired broadcast network. Nodes take sensor readings but individual sensor readings are not the most important pieces of data in the system. Instead, we are interested in aggregated quantities of the sensor readings such as minimum and maximum values, the number of nodes and the median among a set of sensor readings on different nodes. In this paper we show that a prioritized medium access control (MAC) protocol may advantageously be exploited to efficiently compute aggregated quantities of sensor readings. In this context, we propose a distributed algorithm that has a very low time and message-complexity for computing certain aggregated quantities. Importantly, we show that if every sensor node knows its geographical location, then sensor data can be interpolated with our novel distributed algorithm, and the message-complexity of the algorithm is independent of the number of nodes. Such an interpolation of sensor data can be used to compute any desired function; for example the temperature gradient in a room (e.g., industrial plant) densely populated with sensor nodes, or the gas concentration gradient within a pipeline or traffic tunnel.por
dc.identifier.doi10.1109/EFTA.2007.4416905pt_PT
dc.identifier.isbn978-1-4244-0825-2
dc.identifier.isbn978-1-4244-0826-9
dc.identifier.urihttp://hdl.handle.net/10400.22/3949
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherIEEEpor
dc.relation.ispartofseriesEmerging Technologies and Factory Automation;
dc.relation.publisherversionhttp://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4416905por
dc.titleExploiting a prioritized MAC protocol to efficiently compute interpolationspor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlacePatraspor
oaire.citation.endPage1106por
oaire.citation.startPage1100por
oaire.citation.titleIEEE Conference on Emerging Technologies and Factory Automationpor
person.familyNamePereira
person.familyNameTovar
person.givenNameNuno
person.givenNameEduardo
person.identifier.ciencia-id7818-7C77-02BA
person.identifier.ciencia-id6017-8881-11E8
person.identifier.orcid0000-0001-6370-9373
person.identifier.orcid0000-0001-8979-3876
person.identifier.scopus-author-id8404645300
person.identifier.scopus-author-id7006312557
rcaap.rightsclosedAccesspor
rcaap.typeconferenceObjectpor
relation.isAuthorOfPublication33fee0a6-53b7-45d5-9be3-f48b1c7064d1
relation.isAuthorOfPublication80b63d8a-2e6d-484e-af3c-55849d0cb65e
relation.isAuthorOfPublication.latestForDiscovery80b63d8a-2e6d-484e-af3c-55849d0cb65e

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