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dc.contributor.author Millán, Pere
dc.contributor.author Molina, Carlos
dc.contributor.author Meseguer, Roc
dc.contributor.author Ochoa, Sergio F.
dc.contributor.author Santos, Rodrigo Martin
dc.date.available 2017-01-23T21:25:21Z
dc.date.issued 2014-09
dc.identifier.citation Millán, Pere ; Molina, Carlos ; Meseguer, Roc ; Ochoa, Sergio F.; Santos, Rodrigo Martin; Using a History-Based Approach to Predict Topology Control Information in Mobile Ad Hoc Networks; Springer; Lecture Notes In Computer Science; 8729; 9-2014; 237-249
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/11336/11753
dc.description.abstract Several social computing participation strategies, such as crowdsensing and crowdsourcing, use mobile ad hoc or opportunistic networks to support the users activities. The unreliability and dynamism of these communication links make routing protocols a key component to achieve efficient and reliable data communication in physical environments. Often these routing capabilities come at expenses of flooding the network with a huge amount of topology control information (TCI), which can overload the communication links and dramatically increase the energy consumption of the participating devices. In previous works the authors have shown that predicting the network topology in these work scenarios helps reduce the number of control packets delivered through the network. This saves energy and increases the available bandwidth. This paper presents a study that extends the authors’ previous works, by identifying the impact of predicting the TCI generated by routing protocols in these networks. The prediction process is done following a history-based approach that uses information of the nodes past behavior. The paper also determines the predictability limits of this strategy, assuming that a TCI message can be correctly predicted if it appeared at least once in the past. The results show that the upper-bound limit of the history-based prediction approach is high, and that realistic prediction mechanisms can achieve significant ratios of accuracy. Mobile collaborative applications and routing protocols using mobile ad hoc or opportunistic networks can take advantage of this prediction approach to reduce network traffic, and consequently, the energy consumption of their devices.
dc.format application/pdf
dc.language.iso eng
dc.publisher Springer
dc.rights info:eu-repo/semantics/restrictedAccess
dc.rights.uri https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.subject NETWORK TOPOLOGY PREDICTION
dc.subject HISTORY-BASED PREDICTION
dc.subject ROUTING PROTOCOLS
dc.subject MOBILE AD HOC NETWORKS
dc.subject MOBILE COLLABORATION
dc.subject.classification Otras Ciencias de la Computación e Información
dc.subject.classification Ciencias de la Computación e Información
dc.subject.classification CIENCIAS NATURALES Y EXACTAS
dc.title Using a History-Based Approach to Predict Topology Control Information in Mobile Ad Hoc Networks
dc.type info:eu-repo/semantics/article
dc.type info:ar-repo/semantics/artículo
dc.type info:eu-repo/semantics/publishedVersion
dc.date.updated 2017-01-19T19:54:27Z
dc.journal.volume 8729
dc.journal.pagination 237-249
dc.journal.pais Suiza
dc.description.fil Fil: Millán, Pere . Universitat Rovira i Virgili. Department of Computer Engineering; España
dc.description.fil Fil: Molina, Carlos . Universitat Rovira I Virgili; España
dc.description.fil Fil: Meseguer, Roc . Universidad Politecnica de Catalunya; España
dc.description.fil Fil: Ochoa, Sergio F.. Universidad de Chile; Chile
dc.description.fil Fil: Santos, Rodrigo Martin. Universidad Nacional del Sur. Departamento de Ingenieria Electrica y de Computadoras. Laboratorio de Sistemas Digitales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Bahía Blanca. Instituto de Investigación en Ingeniería Eléctrica; Argentina
dc.journal.title Lecture Notes In Computer Science
dc.relation.alternativeid info:eu-repo/semantics/altIdentifier/url/http://link.springer.com/chapter/10.1007/978-3-319-11692-1_21
dc.relation.alternativeid info:eu-repo/semantics/altIdentifier/url/http://dx.doi.org/10.1007/978-3-319-11692-1_21


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    Articulos de INST.DE INVEST.EN ING.ELECTRICA "A.DESAGES"

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info:eu-repo/semantics/restrictedAccess Excepto donde se diga explícitamente, este item se publica bajo la siguiente descripción: Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Unported (CC BY-NC-SA 2.5)