Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle

Detalhes bibliográficos
Ano de defesa: 2019
Autor(a) principal: Almeida , Eduardo Moreira lattes
Orientador(a): Souza, Rausley Adriano Amaral de lattes
Banca de defesa: Souza, Rausley Adriano Amaral de lattes, Medeiros, ??lvaro Augusto Machado lattes, Silva J??nior, Ricardo Augusto da lattes
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Instituto Nacional de Telecomunica????es
Programa de Pós-Graduação: Mestrado em Engenharia de Telecomunica????es
Departamento: Instituto Nacional de Telecomunica????es
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: https://tede.inatel.br:8080/tede/handle/tede/198
Resumo: The spectrum sensing technique for cognitive radio networks, called CPSC (Cooperative Power Spectrum Density Split Cancellation) was recently suggested and it has been a model for continuous studies and improvements. It has some advantages like being a robust technique against dynamic noise, and also low computational complexity. From this technique, the CF-CPSC (Circular Folding CPSC) was developed, whose performance expressively overcomes the original. In this dissertation, an analysis about CF-CPSC performance was performed, over report channel errors, making a comparison between two methods. First, sendind only samples and after sending test statistics, by cognitive radios to the center fusion. The performance was also compared and evaluated applying error correcting codes, in the way of extracting best results, always observing their impact at the report channel occupation. Another contribution was developing a novel decision fusion periodogram-based algorithm for centralized cooperative spectrum sensing. Results showed the new method is sensitive to errors, however even with error correcting codes applied, the report channel traffic is smaller, leading to the conclusion that a case-by-case analysis is necessary to define wich is the best model to every situation. Altough, the decision fusion method might be applied to cases that require low data traffic at the report channel, keeping high performance.
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spelling Souza, Rausley Adriano Amaral de996.751.536-87http://lattes.cnpq.br/6238219709706103Souza, Rausley Adriano Amaral de996.751.536-87http://lattes.cnpq.br/6238219709706103Medeiros, ??lvaro Augusto Machadohttp://lattes.cnpq.br/5245224533446678Silva J??nior, Ricardo Augusto da099.807.997-90http://lattes.cnpq.br/7000349853907159098.646.117-20Almeida , Eduardo Moreira2020-01-08T13:26:39Z2019-11-22Almeida , Eduardo Moreira. Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle. 2019. [70]. disserta????o( Mestrado em Engenharia de Telecomunica????es) - Instituto Nacional de Telecomunica????es, [Santa Rita do Sapucai] .https://tede.inatel.br:8080/tede/handle/tede/198The spectrum sensing technique for cognitive radio networks, called CPSC (Cooperative Power Spectrum Density Split Cancellation) was recently suggested and it has been a model for continuous studies and improvements. It has some advantages like being a robust technique against dynamic noise, and also low computational complexity. From this technique, the CF-CPSC (Circular Folding CPSC) was developed, whose performance expressively overcomes the original. In this dissertation, an analysis about CF-CPSC performance was performed, over report channel errors, making a comparison between two methods. First, sendind only samples and after sending test statistics, by cognitive radios to the center fusion. The performance was also compared and evaluated applying error correcting codes, in the way of extracting best results, always observing their impact at the report channel occupation. Another contribution was developing a novel decision fusion periodogram-based algorithm for centralized cooperative spectrum sensing. Results showed the new method is sensitive to errors, however even with error correcting codes applied, the report channel traffic is smaller, leading to the conclusion that a case-by-case analysis is necessary to define wich is the best model to every situation. Altough, the decision fusion method might be applied to cases that require low data traffic at the report channel, keeping high performance.A t??cnica de sensoriamento espectral para redes de r??dios cognitivos denominada CPSC (Cooperative Power Spectrum Density Split Cancellation) foi recentemente proposta e vem sendo alvo de constantes estudos e aprimoramentos. Possui a vantagem de ser robusta contra a incerteza na estima????o do ru??do, assim como baixa complexibilidade computacional. Derivada desta t??cnica, foi desenvolvida a t??cnica CF-CPSC (Circular Folding CPSC) cujo desempenho supera expressivamente a t??cnica original. Nesta disserta????o ?? realizado, primeiramente, um estudo sobre o desempenho do m??todo CF-CPSC sob erros no canal de controle comparando dois m??todos nos quais s??o enviadas amostras do sinal ou estat??sticas de teste pelos r??dios cognitivos para o centro de fus??o. O desempenho tamb??m ?? comparado e avaliado aplicando-se c??digo corretor de erro, de forma a extrair o melhor resultado e sempre observando o impacto na ocupa????o do canal de controle. Outra contribui????o ?? o desenvolvimento de um novo algoritmo baseado no periodograma para fus??o de decis??es em sistemas de sensoriamento espectral cooperativos e centralizados. Resultados revelam que o algoritmo proposto ?? mais suscept??vel a erros. Por??m, mesmo com c??digos corretores aplicados, o volume do tr??fego de dados no canal de controle ainda ?? consideravelmente menor, levando ?? conclus??o de que uma an??lise caso a caso ?? necess??ria para definir a melhor t??cnica a ser aplicada. Contudo, o m??todo de fus??o de decis??es pode ser empregado para aplica????es que requerem baixo volume de tr??fego no canal de controle, mantendo alto desempenho.Submitted by Tede Dspace (tede@inatel.br) on 2020-01-08T13:26:39Z No. of bitstreams: 2 license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Disserta????o V.Final EDUARDO MOREIRA DE ALMEIDA (1).pdf: 1392606 bytes, checksum: f3d19dec78bca7a8893a90ee82a8077d (MD5)Made available in DSpace on 2020-01-08T13:26:39Z (GMT). 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dc.title.por.fl_str_mv Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
title Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
spellingShingle Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
Almeida , Eduardo Moreira
Sensoriamento espectral; r??dio cognitivo; m??todo CPSC; fus??o de decis??o; an??lise de desempenho.
Spectrum sensing; cognitive radios; CPSC method; decision fusio; performance analysis.
Engenharia - Telecomunica????es
title_short Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
title_full Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
title_fullStr Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
title_full_unstemmed Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
title_sort Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
author Almeida , Eduardo Moreira
author_facet Almeida , Eduardo Moreira
author_role author
dc.contributor.advisor1.fl_str_mv Souza, Rausley Adriano Amaral de
dc.contributor.advisor1ID.fl_str_mv 996.751.536-87
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/6238219709706103
dc.contributor.referee1.fl_str_mv Souza, Rausley Adriano Amaral de
dc.contributor.referee1ID.fl_str_mv 996.751.536-87
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/6238219709706103
dc.contributor.referee2.fl_str_mv Medeiros, ??lvaro Augusto Machado
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/5245224533446678
dc.contributor.referee3.fl_str_mv Silva J??nior, Ricardo Augusto da
dc.contributor.referee3ID.fl_str_mv 099.807.997-90
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/7000349853907159
dc.contributor.authorLattes.fl_str_mv 098.646.117-20
dc.contributor.author.fl_str_mv Almeida , Eduardo Moreira
contributor_str_mv Souza, Rausley Adriano Amaral de
Souza, Rausley Adriano Amaral de
Medeiros, ??lvaro Augusto Machado
Silva J??nior, Ricardo Augusto da
dc.subject.por.fl_str_mv Sensoriamento espectral; r??dio cognitivo; m??todo CPSC; fus??o de decis??o; an??lise de desempenho.
topic Sensoriamento espectral; r??dio cognitivo; m??todo CPSC; fus??o de decis??o; an??lise de desempenho.
Spectrum sensing; cognitive radios; CPSC method; decision fusio; performance analysis.
Engenharia - Telecomunica????es
dc.subject.eng.fl_str_mv Spectrum sensing; cognitive radios; CPSC method; decision fusio; performance analysis.
dc.subject.cnpq.fl_str_mv Engenharia - Telecomunica????es
description The spectrum sensing technique for cognitive radio networks, called CPSC (Cooperative Power Spectrum Density Split Cancellation) was recently suggested and it has been a model for continuous studies and improvements. It has some advantages like being a robust technique against dynamic noise, and also low computational complexity. From this technique, the CF-CPSC (Circular Folding CPSC) was developed, whose performance expressively overcomes the original. In this dissertation, an analysis about CF-CPSC performance was performed, over report channel errors, making a comparison between two methods. First, sendind only samples and after sending test statistics, by cognitive radios to the center fusion. The performance was also compared and evaluated applying error correcting codes, in the way of extracting best results, always observing their impact at the report channel occupation. Another contribution was developing a novel decision fusion periodogram-based algorithm for centralized cooperative spectrum sensing. Results showed the new method is sensitive to errors, however even with error correcting codes applied, the report channel traffic is smaller, leading to the conclusion that a case-by-case analysis is necessary to define wich is the best model to every situation. Altough, the decision fusion method might be applied to cases that require low data traffic at the report channel, keeping high performance.
publishDate 2019
dc.date.issued.fl_str_mv 2019-11-22
dc.date.accessioned.fl_str_mv 2020-01-08T13:26:39Z
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dc.identifier.citation.fl_str_mv Almeida , Eduardo Moreira. Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle. 2019. [70]. disserta????o( Mestrado em Engenharia de Telecomunica????es) - Instituto Nacional de Telecomunica????es, [Santa Rita do Sapucai] .
dc.identifier.uri.fl_str_mv https://tede.inatel.br:8080/tede/handle/tede/198
identifier_str_mv Almeida , Eduardo Moreira. Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle. 2019. [70]. disserta????o( Mestrado em Engenharia de Telecomunica????es) - Instituto Nacional de Telecomunica????es, [Santa Rita do Sapucai] .
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