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Tracking and predicting link quality in wireless community networks
dc.contributor.author | Millán, Pere |
dc.contributor.author | Molina Clemente, Carlos Maria |
dc.contributor.author | Medina Medina, Esunly |
dc.contributor.author | Vega d'Aurelio, Davide |
dc.contributor.author | Meseguer Pallarès, Roc |
dc.contributor.author | Braem, Bart |
dc.contributor.author | Blondia, Chris |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors |
dc.date.accessioned | 2014-12-02T13:10:37Z |
dc.date.created | 2014 |
dc.date.issued | 2014 |
dc.identifier.citation | Millán, P. [et al.]. Tracking and predicting link quality in wireless community networks. A: IEEE International Conference on Wireless and Mobile Computing, Networking and Communications. "2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) took place 8-10 October 2014 in Larnaca, Cyprus". Larnaca: Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 239-244. |
dc.identifier.isbn | 978-1-4799-5041-6 |
dc.identifier.uri | http://hdl.handle.net/2117/24901 |
dc.description.abstract | Community networks have emerged under the mottos of “break the strings that are limiting you”, “don't buy the network, be the network” or “a free net for everyone is possible”. Such networks create a measurable social impact as they provide to the community the right and opportunity of communication. As any other network that mixes wired and wireless links, the routing protocol must face several challenges that arise from the unreliable nature of the wireless medium. Link quality tracking helps the routing layer to select links that maximize the delivery rate and minimize traffic congestion. Moreover, link quality prediction has proved to be a technique that surpasses link quality tracking by foreseeing which links are more likely to change its quality. In this work, we focus on link quality prediction by means of a time series analysis. We apply this prediction technique in the routing layer of large-scale, distributed and decentralized networks. We demonstrate that this type of prediction achieves about a success probability of about 98% in both the short and long term. |
dc.format.extent | 6 p. |
dc.language.iso | eng |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica::Sèries temporals |
dc.subject.lcsh | Wireless communication systems |
dc.subject.lcsh | Time-series analysis |
dc.subject.other | Community networks |
dc.subject.other | Link quality prediction |
dc.subject.other | Link quality tracking |
dc.subject.other | Time series analysis |
dc.title | Tracking and predicting link quality in wireless community networks |
dc.type | Conference report |
dc.subject.lemac | Comunicació sense fil, Sistemes de |
dc.subject.lemac | Sèries temporals -- Anàlisi |
dc.contributor.group | Universitat Politècnica de Catalunya. CNDS - Xarxes de Computadors i Sistemes Distribuïts |
dc.identifier.doi | 10.1109/WiMOB.2014.6962177 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6962177 |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 15292131 |
dc.description.version | Postprint (published version) |
dc.relation.projectid | info:eu-repo/grantAgreement/EC/FP7/288535/EU/Community Networks Testbed for the Future Internet/CONFINE |
dc.date.lift | 10000-01-01 |
local.citation.author | Millán, P.; Molina, C.; Medina, E.; Vega, D.; Meseguer, R.; Braem, B.; Blondia, C. |
local.citation.contributor | IEEE International Conference on Wireless and Mobile Computing, Networking and Communications |
local.citation.pubplace | Larnaca |
local.citation.publicationName | 2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) took place 8-10 October 2014 in Larnaca, Cyprus |
local.citation.startingPage | 239 |
local.citation.endingPage | 244 |