Desempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controle
Autor(a) principal: | |
---|---|
Data de Publicação: | 2019 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da INATEL |
Texto Completo: | 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. |
id |
INAT_66075dabd59051b0c97600aefb582bfd |
---|---|
oai_identifier_str |
oai:localhost:tede/198 |
network_acronym_str |
INAT |
network_name_str |
Biblioteca Digital de Teses e Dissertações da INATEL |
repository_id_str |
|
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). 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) Previous issue date: 2019-11-22application/pdfhttp://tede.inatel.br:8080/jspui/retrieve/1584/Disserta%c3%a7%c3%a3o%20V.Final%20EDUARDO%20MOREIRA%20DE%20ALMEIDA%20%281%29.pdf.jpgporInstituto Nacional de Telecomunica????esMestrado em Engenharia de Telecomunica????esINATELBrasilInstituto Nacional de Telecomunica????eshttp://creativecommons.org/licenses/by-nd/4.0/info:eu-repo/semantics/openAccessSensoriamento 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????esDesempenho do m??todo CF-CPSC em redes de r??dios cognitivos sob erros no canal de controleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisreponame:Biblioteca Digital de Teses e Dissertações da INATELinstname:Instituto Nacional de Telecomunicações (INATEL)instacron:INATELLICENSElicense.txtlicense.txttext/plain; charset=utf-8112http://localhost:8080/tede/bitstream/tede/198/1/license.txtc6279291b293f0db82678eaa73a27769MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-846http://localhost:8080/tede/bitstream/tede/198/2/license_url587cd8ffae15c8598ed3c46d248a3f38MD52license_textlicense_texttext/html; charset=utf-80http://localhost:8080/tede/bitstream/tede/198/3/license_textd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://localhost:8080/tede/bitstream/tede/198/4/license_rdfd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDisserta????o V.Final EDUARDO MOREIRA DE ALMEIDA (1).pdfDisserta????o V.Final EDUARDO MOREIRA DE ALMEIDA (1).pdfapplication/pdf1392606http://localhost:8080/tede/bitstream/tede/198/5/Disserta%C3%A7%C3%A3o+V.Final+EDUARDO+MOREIRA+DE+ALMEIDA+%281%29.pdff3d19dec78bca7a8893a90ee82a8077dMD55TEXTDisserta????o V.Final EDUARDO MOREIRA DE ALMEIDA (1).pdf.txtDisserta????o V.Final EDUARDO MOREIRA DE ALMEIDA (1).pdf.txttext/plain109724http://localhost:8080/tede/bitstream/tede/198/6/Disserta%C3%A7%C3%A3o+V.Final+EDUARDO+MOREIRA+DE+ALMEIDA+%281%29.pdf.txt523a101eeec4b175e51917e21cc340a8MD56THUMBNAILDisserta????o V.Final EDUARDO MOREIRA DE ALMEIDA (1).pdf.jpgDisserta????o V.Final EDUARDO MOREIRA DE ALMEIDA (1).pdf.jpgimage/jpeg3322http://localhost:8080/tede/bitstream/tede/198/7/Disserta%C3%A7%C3%A3o+V.Final+EDUARDO+MOREIRA+DE+ALMEIDA+%281%29.pdf.jpgcfa9ca900519f17044a297d225c3d0a3MD57tede/1982020-01-14 18:06:39.56oai:localhost:tede/198QXV0b3Jpem8gYSBwdWJsaWNhPz9vIGRhIG1pbmhhIERpc3NlcnRhPz9vIGRlIE1lc3RyYWRvLCBlbSBmb3JtYXRvIFBERiwgY29tIGJsb3F1ZWlvIGRlIGVkaT8/bywgY29sYWdlbSBlIGM/cGlhLg==Biblioteca Digital de Teses e Dissertaçõeshttp://tede.inatel.br:8080/jspui/PUBhttp://tede.inatel.br:8080/oai/requestbiblioteca@inatel.br || biblioteca.atendimento@inatel.bropendoar:2020-01-14T20:06:39Biblioteca Digital de Teses e Dissertações da INATEL - Instituto Nacional de Telecomunicações (INATEL)false |
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 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
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] . |
url |
https://tede.inatel.br:8080/tede/handle/tede/198 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.rights.driver.fl_str_mv |
http://creativecommons.org/licenses/by-nd/4.0/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by-nd/4.0/ |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Instituto Nacional de Telecomunica????es |
dc.publisher.program.fl_str_mv |
Mestrado em Engenharia de Telecomunica????es |
dc.publisher.initials.fl_str_mv |
INATEL |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Instituto Nacional de Telecomunica????es |
publisher.none.fl_str_mv |
Instituto Nacional de Telecomunica????es |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações da INATEL instname:Instituto Nacional de Telecomunicações (INATEL) instacron:INATEL |
instname_str |
Instituto Nacional de Telecomunicações (INATEL) |
instacron_str |
INATEL |
institution |
INATEL |
reponame_str |
Biblioteca Digital de Teses e Dissertações da INATEL |
collection |
Biblioteca Digital de Teses e Dissertações da INATEL |
bitstream.url.fl_str_mv |
http://localhost:8080/tede/bitstream/tede/198/1/license.txt http://localhost:8080/tede/bitstream/tede/198/2/license_url http://localhost:8080/tede/bitstream/tede/198/3/license_text http://localhost:8080/tede/bitstream/tede/198/4/license_rdf http://localhost:8080/tede/bitstream/tede/198/5/Disserta%C3%A7%C3%A3o+V.Final+EDUARDO+MOREIRA+DE+ALMEIDA+%281%29.pdf http://localhost:8080/tede/bitstream/tede/198/6/Disserta%C3%A7%C3%A3o+V.Final+EDUARDO+MOREIRA+DE+ALMEIDA+%281%29.pdf.txt http://localhost:8080/tede/bitstream/tede/198/7/Disserta%C3%A7%C3%A3o+V.Final+EDUARDO+MOREIRA+DE+ALMEIDA+%281%29.pdf.jpg |
bitstream.checksum.fl_str_mv |
c6279291b293f0db82678eaa73a27769 587cd8ffae15c8598ed3c46d248a3f38 d41d8cd98f00b204e9800998ecf8427e d41d8cd98f00b204e9800998ecf8427e f3d19dec78bca7a8893a90ee82a8077d 523a101eeec4b175e51917e21cc340a8 cfa9ca900519f17044a297d225c3d0a3 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da INATEL - Instituto Nacional de Telecomunicações (INATEL) |
repository.mail.fl_str_mv |
biblioteca@inatel.br || biblioteca.atendimento@inatel.br |
_version_ |
1800214191382986752 |