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F-LQE: a Fuzzy Link Quality Estimator for wireless sensor networks

dc.contributor.authorBaccour, Nouha
dc.contributor.authorKoubâa, Anis
dc.contributor.authorYoussef, Habib
dc.contributor.authorJamâa, Maissa Ben
dc.contributor.authorRosário, Denis do
dc.contributor.authorAlves, Mário
dc.contributor.authorBecker, Leandro B.
dc.date.accessioned2014-02-14T15:58:09Z
dc.date.available2014-02-14T15:58:09Z
dc.date.issued2010
dc.description.abstractRadio Link Quality Estimation (LQE) is a fundamental building block for Wireless Sensor Networks, namely for a reliable deployment, resource management and routing. Existing LQEs (e.g. PRR, ETX, Fourbit, and LQI ) are based on a single link property, thus leading to inaccurate estimation. In this paper, we propose F-LQE, that estimates link quality on the basis of four link quality properties: packet delivery, asymmetry, stability, and channel quality. Each of these properties is defined in linguistic terms, the natural language of Fuzzy Logic. The overall quality of the link is specified as a fuzzy rule whose evaluation returns the membership of the link in the fuzzy subset of good links. Values of the membership function are smoothed using EWMA filter to improve stability. An extensive experimental analysis shows that F-LQE outperforms existing estimators.por
dc.identifierDOI 10.1007/978-3-642-11917-0_16
dc.identifier.doi10.1007/978-3-642-11917-0_16pt_PT
dc.identifier.isbn978-3-642-11916-3
dc.identifier.isbn978-3-642-11917-0
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/10400.22/3915
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherSpringerpor
dc.relation.ispartofseriesLecture Notes in Computer Science; Vol. 5970
dc.relation.publisherversionhttp://link.springer.com/chapter/10.1007%2F978-3-642-11917-0_16por
dc.titleF-LQE: a Fuzzy Link Quality Estimator for wireless sensor networkspor
dc.typebook part
dspace.entity.typePublication
oaire.citation.endPage255por
oaire.citation.startPage240por
oaire.citation.titleWireless Sensor Networks - 7th European Conference, EWSN 2010, Coimbra, Portugal, February 17-19, 2010. Proceedingspor
oaire.citation.volumeVol. 5970por
person.familyNameAlves
person.givenNameMário
person.identifier.ciencia-idAF1F-9295-B9BC
person.identifier.orcid0000-0002-6139-6542
person.identifier.scopus-author-id35087936300
rcaap.rightsopenAccesspor
rcaap.typebookPart
relation.isAuthorOfPublicationd57f1f55-77df-41d2-9da7-a27d4c0a8db4
relation.isAuthorOfPublication.latestForDiscoveryd57f1f55-77df-41d2-9da7-a27d4c0a8db4

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