Particle swarm optimization for base station placement

Detalhes bibliográficos
Autor(a) principal: Pereira, Marciel Barros
Data de Publicação: 2014
Outros Autores: Cavalcanti, Francisco Rodrigo Porto, Maciel, Tarcísio Ferreira
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da Universidade Federal do Ceará (UFC)
Texto Completo: http://www.repositorio.ufc.br/handle/riufc/70532
Resumo: This article shows the improvement of using Particle Swarm Optimization (PSO) for multiple Base Station (BS) placement in a metropolitan area. We evaluate the algorithm’s performance using a combination of Shannon’s capacity formula and Jain’s index of fairness for two sets of traffic demand points, corresponding to an estimation of average and peak traffic, respectively. We show results performed by using 8, 32, 128 and 256 particles to place sets of new BSs versus number of iterations. We also exhibit potential optimal points for placement found by PSO. The optimization improved the average capacity by 17% with an increase on the number of BSs smaller than 10%.
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spelling Particle swarm optimization for base station placementParticle swarm optimizationBase station placementThis article shows the improvement of using Particle Swarm Optimization (PSO) for multiple Base Station (BS) placement in a metropolitan area. We evaluate the algorithm’s performance using a combination of Shannon’s capacity formula and Jain’s index of fairness for two sets of traffic demand points, corresponding to an estimation of average and peak traffic, respectively. We show results performed by using 8, 32, 128 and 256 particles to place sets of new BSs versus number of iterations. We also exhibit potential optimal points for placement found by PSO. The optimization improved the average capacity by 17% with an increase on the number of BSs smaller than 10%.International Telecommunications Symposium2023-02-08T12:10:11Z2023-02-08T12:10:11Z2014info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectapplication/pdfPEREIRA, M. B.; CAVALCANTI, F. R. P.; MACIEL, T. F. Particle swarm optimization for base station placement. In: INTERNATIONAL TELECOMMUNICATIONS SYMPOSIUM, 2014, São Paulo. Anais... São Paulo: IEEE, 2014. p. 1-5.http://www.repositorio.ufc.br/handle/riufc/70532Pereira, Marciel BarrosCavalcanti, Francisco Rodrigo PortoMaciel, Tarcísio Ferreiraengreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFCinfo:eu-repo/semantics/openAccess2023-02-08T12:10:11Zoai:repositorio.ufc.br:riufc/70532Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2024-09-11T19:03:28.350152Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.none.fl_str_mv Particle swarm optimization for base station placement
title Particle swarm optimization for base station placement
spellingShingle Particle swarm optimization for base station placement
Pereira, Marciel Barros
Particle swarm optimization
Base station placement
title_short Particle swarm optimization for base station placement
title_full Particle swarm optimization for base station placement
title_fullStr Particle swarm optimization for base station placement
title_full_unstemmed Particle swarm optimization for base station placement
title_sort Particle swarm optimization for base station placement
author Pereira, Marciel Barros
author_facet Pereira, Marciel Barros
Cavalcanti, Francisco Rodrigo Porto
Maciel, Tarcísio Ferreira
author_role author
author2 Cavalcanti, Francisco Rodrigo Porto
Maciel, Tarcísio Ferreira
author2_role author
author
dc.contributor.author.fl_str_mv Pereira, Marciel Barros
Cavalcanti, Francisco Rodrigo Porto
Maciel, Tarcísio Ferreira
dc.subject.por.fl_str_mv Particle swarm optimization
Base station placement
topic Particle swarm optimization
Base station placement
description This article shows the improvement of using Particle Swarm Optimization (PSO) for multiple Base Station (BS) placement in a metropolitan area. We evaluate the algorithm’s performance using a combination of Shannon’s capacity formula and Jain’s index of fairness for two sets of traffic demand points, corresponding to an estimation of average and peak traffic, respectively. We show results performed by using 8, 32, 128 and 256 particles to place sets of new BSs versus number of iterations. We also exhibit potential optimal points for placement found by PSO. The optimization improved the average capacity by 17% with an increase on the number of BSs smaller than 10%.
publishDate 2014
dc.date.none.fl_str_mv 2014
2023-02-08T12:10:11Z
2023-02-08T12:10:11Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv PEREIRA, M. B.; CAVALCANTI, F. R. P.; MACIEL, T. F. Particle swarm optimization for base station placement. In: INTERNATIONAL TELECOMMUNICATIONS SYMPOSIUM, 2014, São Paulo. Anais... São Paulo: IEEE, 2014. p. 1-5.
http://www.repositorio.ufc.br/handle/riufc/70532
identifier_str_mv PEREIRA, M. B.; CAVALCANTI, F. R. P.; MACIEL, T. F. Particle swarm optimization for base station placement. In: INTERNATIONAL TELECOMMUNICATIONS SYMPOSIUM, 2014, São Paulo. Anais... São Paulo: IEEE, 2014. p. 1-5.
url http://www.repositorio.ufc.br/handle/riufc/70532
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv International Telecommunications Symposium
publisher.none.fl_str_mv International Telecommunications Symposium
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
instacron_str UFC
institution UFC
reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
collection Repositório Institucional da Universidade Federal do Ceará (UFC)
repository.name.fl_str_mv Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)
repository.mail.fl_str_mv bu@ufc.br || repositorio@ufc.br
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