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Using Artificial Intelligence in Wireless Sensor Routing Protocols

dc.creatorBarbancho Concejero, Julioes
dc.creatorLeón de Mora, Carloses
dc.creatorMolina Cantero, Francisco Javieres
dc.creatorBarbancho Concejero, Antonioes
dc.date.accessioned2018-07-12T09:35:48Z
dc.date.available2018-07-12T09:35:48Z
dc.date.issued2006
dc.identifier.citationBarbancho Concejero, J., León de Mora, C., Molina Cantero, F.J. y Barbancho Concejero, A. (2006). Using Artificial Intelligence in Wireless Sensor Routing Protocols. En KES 2006: 10th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (475-482), Bournemouth, UK: Springer.
dc.identifier.isbn978-3-540-46535-5es
dc.identifier.issn0302-9743es
dc.identifier.urihttps://hdl.handle.net/11441/77168
dc.description.abstractThis paper represents a dissertation about how an artificial intelligence technique can be applied to wireless sensor networks. Due to the constraints on data processing and power consumption, the use of artificial intelligence has been historically discarded in these kind of networks. However, in some special scenarios the features of neural networks are appropriate to develop complex tasks such as path discovery. In this paper, we explore the performance of two very well known routing paradigms, directed diffusion and Energy-Aware Routing, and our routing algorithm, named SIR, which has the novelty of being based on the introduction of neural networks in every sensor node. Extensive simulations over our wireless sensor network simulator, OLIMPO, have been carried out to study the efficiency of the introduction of neural networks. A comparison of the results obtained with every routing protocol is analyzed.es
dc.formatapplication/pdfes
dc.language.isoenges
dc.publisherSpringeres
dc.relation.ispartofKES 2006: 10th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (2006), p 475-482
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectWireless sensor networks (WSN)es
dc.subjectAd hoc networkses
dc.subjectQuality of service (QoS)es
dc.subjectArtificial neural networks (ANN)es
dc.subjectRoutinges
dc.subjectSelf- Organizing Map (SOM)es
dc.subjectUbiquitous computinges
dc.titleUsing Artificial Intelligence in Wireless Sensor Routing Protocolses
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dcterms.identifierhttps://ror.org/03yxnpp24
dc.type.versioninfo:eu-repo/semantics/submittedVersiones
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.contributor.affiliationUniversidad de Sevilla. Departamento de Tecnología Electrónicaes
dc.relation.publisherversionhttps://link.springer.com/chapter/10.1007/11892960_58es
dc.identifier.doi10.1007/11892960_58es
idus.format.extent8es
dc.publication.initialPage475es
dc.publication.endPage482es
dc.eventtitleKES 2006: 10th International Conference on Knowledge-Based and Intelligent Information and Engineering Systemses
dc.eventinstitutionBournemouth, UKes
dc.relation.publicationplaceBerlínes
dc.identifier.sisius6527464es

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