Particle swarm optimization for base station placement
Autor(a) principal: | |
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Data de Publicação: | 2014 |
Outros Autores: | , |
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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Repositório Institucional da Universidade Federal do Ceará (UFC) |
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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 |
_version_ |
1813029049915670528 |