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Trade-Off Performance Regions of Slotted ALOHA Protocol using Multi-Objective Optimization

dc.contributor.authorRobles, Ramiro Sámano
dc.contributor.authorGameiro, Atilio
dc.date.accessioned2015-11-06T14:36:54Z
dc.date.available2015-11-06T14:36:54Z
dc.date.issued2015
dc.description10th Conference on Telecommunications (Conftele 2015), Aveiro, Portugal.pt_PT
dc.description.abstractThis paper revisits the study of the Slotted ALOHA protocol with J = 2 terminals. Unlike previous approaches, this work employs multi-objective optimization tools. The work is focused on the characterization of the boundary (envelope) or Pareto optimal front curve of different types of trade-off region: the conventional throughput region, sum-throughput vs. fairness, and sum-throughput vs. transmit power. When possible, parametric and non-parametric expressions of these envelopes are here provided. Fairness is evaluated by means of the Gini-index, which is a metric used in economics to measure income inequality. Transmit power is directly linked to the global transmission rate. The approach presented in this paper generalizes previous works and provides more insights into the operation of random access protocols.pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.22/6833
dc.language.isoengpt_PT
dc.relation.ispartofseriesConftele;2015
dc.titleTrade-Off Performance Regions of Slotted ALOHA Protocol using Multi-Objective Optimizationpt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlace10th Conference on Telecommunications (Conftele 2015), Aveiro, Portugalpt_PT
rcaap.rightsopenAccesspt_PT
rcaap.typeconferenceObjectpt_PT

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