DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Jun Hyuk | - |
dc.contributor.author | Kong, PengYong | - |
dc.contributor.author | Song, Nah-Oak | - |
dc.contributor.author | Rhee, June-Koo Kevin | - |
dc.contributor.author | Saleh, Al-Araji | - |
dc.date.accessioned | 2017-04-04T01:52:31Z | - |
dc.date.available | 2017-04-04T01:52:31Z | - |
dc.date.created | 2014-11-27 | - |
dc.date.issued | 2014-04-06 | - |
dc.identifier.citation | WCNC 2014 | - |
dc.identifier.uri | http://hdl.handle.net/10203/222967 | - |
dc.description.abstract | This paper proposes a Markov decision process (MDP) based base station management scheme that dynamically and collectively manages activation of a group of base stations depending on the time-varying traffic demand for power conservation in self-organization networks. Our MDP model is unique in a sense that it accurately captures the dynamics of handover traffic among neighboring cells, and it formulates infeasible actions as constraints in a constrained optimization problem. Simulation results confirm that the proposed scheme can significantly reduce power consumption: 55% of daily power savings, upto 73% of power savings during low traffic periods, and the minimum 23% of power savings even during high traffic periods. Our MDP algorithms find desired optimal policies to deactivate unnecessary base stations without sacrificing network performances. | - |
dc.language | English | - |
dc.publisher | IEEE | - |
dc.title | MDP based dynamic base station management for power conservation in self-organizing networks | - |
dc.type | Conference | - |
dc.type.rims | CONF | - |
dc.citation.publicationname | WCNC 2014 | - |
dc.identifier.conferencecountry | TU | - |
dc.identifier.conferencelocation | Istanbul, Turkey | - |
dc.contributor.localauthor | Kim, Jun Hyuk | - |
dc.contributor.localauthor | Song, Nah-Oak | - |
dc.contributor.localauthor | Rhee, June-Koo Kevin | - |
dc.contributor.nonIdAuthor | Kong, PengYong | - |
dc.contributor.nonIdAuthor | Saleh, Al-Araji | - |
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