dc.creator | Barbancho Concejero, Julio | es |
dc.creator | León de Mora, Carlos | es |
dc.creator | Molina Cantero, Francisco Javier | es |
dc.creator | Barbancho Concejero, Antonio | es |
dc.date.accessioned | 2018-07-10T09:29:38Z | |
dc.date.available | 2018-07-10T09:29:38Z | |
dc.date.issued | 2006 | |
dc.identifier.citation | Barbancho Concejero, J., León de Mora, C., Molina Cantero, F.J. y Barbancho Concejero, A. (2006). Giving Neurons to Sensors: An Approach to QoS Management Through Artificial Intelligence in Wireless Networks. En PWC 2006: IFIP TC6 11th International Conference on Personal Wireless Communications (344-355), Albacete, España: Springer. | |
dc.identifier.isbn | 978-3-540-45174-7 | es |
dc.identifier.issn | 0302-9743 | es |
dc.identifier.uri | https://hdl.handle.net/11441/77078 | |
dc.description.abstract | For the latest ten years, many authors have focused their investigations
in wireless sensor networks. Different researching issues have
been extensively developed: power consumption, MAC protocols, selforganizing
network algorithms, data-aggregation schemes, routing protocols,
QoS management, etc. Due to the constraints on data processing
and power consumption, the use of artificial intelligence has been historically
discarded. 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. This paper attempts to encourage the use of artificial
intelligence techniques in wireless sensor nodes. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | PWC 2006: IFIP TC6 11th International Conference on Personal Wireless Communications (2006), p 344-355 | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Wireless sensor networks (WSN) | es |
dc.subject | Ad hoc networks | es |
dc.subject | Quality of service (QoS) | es |
dc.subject | Artificial neural networks (ANN) | es |
dc.subject | Routing | es |
dc.subject | Self- Organizing Map (SOM) | es |
dc.subject | Ubiquitous computing | es |
dc.title | Giving Neurons to Sensors: An Approach to QoS Management Through Artificial Intelligence in Wireless Networks | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Tecnología Electrónica | es |
dc.relation.publisherversion | https://link.springer.com/chapter/10.1007/11872153_30 | es |
dc.identifier.doi | 10.1007/11872153_30 | es |
idus.format.extent | 12 | es |
dc.publication.initialPage | 344 | es |
dc.publication.endPage | 355 | es |
dc.eventtitle | PWC 2006: IFIP TC6 11th International Conference on Personal Wireless Communications | es |
dc.eventinstitution | Albacete, España | es |
dc.relation.publicationplace | Berlín | es |
dc.identifier.sisius | 6516000 | es |