Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia
Autor(a) principal: | |
---|---|
Data de Publicação: | 2023 |
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/256 |
Resumo: | Fifth generation (5G) wireless communication networks have already been deployed in many parts of the world aiming to provide high data rates for the eMBB (Enhanced Mobile Broadband) scenario, a massive number of devices for the mMTC (Massive Machine Type Communication) scenario, and greatly reduced delays with very high reliability for the URLLC (Ultra Reliable Low Latency Communication) scenario. However, a number of new applications are being envisioned, integrating the physical, digital and biological worlds, whose performance requirements go beyond what can be achieved with 5G networks, demanding that a new generation begins to be researched and developed. Since the first generation of mobile communications networks, this process of evolution has taken place approximately every ten years. That is, more or less every ten years a new generation of mobile communications networks appears, which projects the start of deployment of 6G networks for the year 2030. Among the promising techniques for 6G is full duplex communication, the subject of this dissertation, which is a technology that allows a device to transmit and receive on the same physical medium at the same time. In this dissertation, we proposed an analytical Markovian model to analyze the performance of full duplex and half duplex technology combined with omnidirectional antennas and directional antennas in a multi-hop wireless network with one-way traffic taking interference into account. Several performance metrics to evaluate network performance were considered: Block Probability, Capacity, Drop Probability, Throughput, and Average Number of Elements in the system. Based on the analyses obtained, we observe that in the model where there is no buffer at the network nodes and with a higher SNR, half duplex communication combined with directional antennas has the best performance in terms of capacity and throughput. However, when we introduce buffering at the network nodes, full duplex technology combined with directional antennas and with high SNR performs much better than half duplex technology. Keywords: 6G, 5G; Full Duplex communication; SNR; Performance Analysis; Markov Processes, directional antennas, omnidirectional antennas, interference |
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Brito, Jos?? Marcos C??mara0370383210890132http://lattes.cnpq.br/0370383210890132Brito , Jos?? Marcos C??mara0370383210890132http://lattes.cnpq.br/0370383210890132Cardieri, Paulo7227781646829609http://lattes.cnpq.br/7227781646829609Alberti , Ant??nio Marcos8623512462352869http://lattes.cnpq.br/86235124623528697223873237024150http://lattes.cnpq.br/7223873237024150Baltazar, Georgino da Silva2024-05-17T16:56:50Z2023-05-16Baltazar, Georgino da Silva. Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia. 2023. [101 p.]. disserta????o( Mestrado em Engenharia de Telecomunica????es) - Instituto Nacional de Telecomunica????es, [Santa Rita do Sapuca??] .https://tede.inatel.br:8080/tede/handle/tede/256Fifth generation (5G) wireless communication networks have already been deployed in many parts of the world aiming to provide high data rates for the eMBB (Enhanced Mobile Broadband) scenario, a massive number of devices for the mMTC (Massive Machine Type Communication) scenario, and greatly reduced delays with very high reliability for the URLLC (Ultra Reliable Low Latency Communication) scenario. However, a number of new applications are being envisioned, integrating the physical, digital and biological worlds, whose performance requirements go beyond what can be achieved with 5G networks, demanding that a new generation begins to be researched and developed. Since the first generation of mobile communications networks, this process of evolution has taken place approximately every ten years. That is, more or less every ten years a new generation of mobile communications networks appears, which projects the start of deployment of 6G networks for the year 2030. Among the promising techniques for 6G is full duplex communication, the subject of this dissertation, which is a technology that allows a device to transmit and receive on the same physical medium at the same time. In this dissertation, we proposed an analytical Markovian model to analyze the performance of full duplex and half duplex technology combined with omnidirectional antennas and directional antennas in a multi-hop wireless network with one-way traffic taking interference into account. Several performance metrics to evaluate network performance were considered: Block Probability, Capacity, Drop Probability, Throughput, and Average Number of Elements in the system. Based on the analyses obtained, we observe that in the model where there is no buffer at the network nodes and with a higher SNR, half duplex communication combined with directional antennas has the best performance in terms of capacity and throughput. However, when we introduce buffering at the network nodes, full duplex technology combined with directional antennas and with high SNR performs much better than half duplex technology. Keywords: 6G, 5G; Full Duplex communication; SNR; Performance Analysis; Markov Processes, directional antennas, omnidirectional antennas, interferenceAs redes de comunica????es sem fio de quinta gera????o (5G) j?? foram implantadas em diversas partes ao redor do mundo com objetivo de fornecer altas taxas de dados para o cen??rio eMBB (Enhanced Mobile Broadband), um n??mero massivo de dispositivos para o cen??rio mMTC (Massive Machine Type Communication) e atrasos muito reduzidos com alt??ssima confiabilidade para o cen??rio URLLC (Ultra Reliable Low Latency Communication). Contudo, um conjunto de novas aplica????es est?? sendo vislumbrado, integrando os mundos f??sico, digital e biol??gico, cujos requisitos de desempenho v??o al??m do que se pode alcan??ar com as redes 5G, demandando que uma nova gera????o comece a ser pesquisada e desenvolvida. Este processo de evolu????o tem ocorrido, desde a primeira gera????o das redes de comunica????es m??veis, h?? cada dez anos, aproximadamente. Ou seja, mais ou menos a cada dez anos surge uma nova gera????o de redes de comunica????es m??veis, o que projeta o in??cio da implanta????o das redes 6G para o ano de 2030. Dentre as t??cnicas promissoras para o 6G est?? a comunica????o full duplex, tema desta disserta????o, que ?? uma tecnologia que permite um dispositivo transmitir e receber no mesmo meio f??sico ao mesmo tempo. Nesta disserta????o, propusemos um modelo Markoviano anal??tico para analisar o desempenho da tecnologia full duplex e half duplex combinada com antenas omnidirecionais e antenas direcionais numa rede sem fios multi hop com tr??fego em apenas um sentido levando em conta a interfer??ncia. V??rias m??tricas de desempenho para avaliar o desempenho da rede foram consideradas: Probabilidade de Bloqueio, Capacidade, Probabilidade de Descarte, vaz??o e N??mero M??dio Elementos no sistema. Com base nas an??lises obtidas, observamos que no modelo onde n??o existe buffer nos n??s da rede e com uma SNR maior, a comunica????o half duplex combinadas com antenas direcionais tem o melhor desempenho em termos de capacidade e vaz??o. No entanto, quando introduzimos buffer nos n??s da rede, a tecnologia full duplex combinadas a antenas direcionais e com a SNR alta tem um desempenho muito superior ?? tecnologia half duplex.Submitted by Tede Dspace (tede@inatel.br) on 2024-05-17T16:56:50Z No. of bitstreams: 1 Dissertac??a??o V.Final Georgino.pdf: 4337853 bytes, checksum: 7288baf56dd3870330f38c499bff4691 (MD5)Made available in DSpace on 2024-05-17T16:56:50Z (GMT). No. of bitstreams: 1 Dissertac??a??o V.Final Georgino.pdf: 4337853 bytes, checksum: 7288baf56dd3870330f38c499bff4691 (MD5) Previous issue date: 2023-05-16application/pdfhttp://tede.inatel.br:8080/jspui/retrieve/2014/Dissertac%cc%a7a%cc%83o%20V.Final%20Georgino.pdf.jpgporInstituto Nacional de Telecomunica????esMestrado em Engenharia de Telecomunica????esINATELBrasilInstituto Nacional de Telecomunica????es6G, 5G; Comunica????o Full Duplex; SNR; An??lise de Desempenho; Processos de Markov, antenas direcionais, antenas omnidirecionais, interfer??nciaEngenharia - Telecomunica????esUm Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??nciainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da INATELinstname:Instituto Nacional de Telecomunicações (INATEL)instacron:INATELLICENSElicense.txtlicense.txttext/plain; charset=utf-850http://localhost:8080/tede/bitstream/tede/256/1/license.txtad97de64637545abb37de9243411913cMD51ORIGINALDissertac??a??o V.Final Georgino.pdfDissertac??a??o V.Final Georgino.pdfapplication/pdf4337853http://localhost:8080/tede/bitstream/tede/256/2/Dissertac%CC%A7a%CC%83o+V.Final+Georgino.pdf7288baf56dd3870330f38c499bff4691MD52TEXTDissertac??a??o V.Final Georgino.pdf.txtDissertac??a??o V.Final Georgino.pdf.txttext/plain159732http://localhost:8080/tede/bitstream/tede/256/3/Dissertac%CC%A7a%CC%83o+V.Final+Georgino.pdf.txt355d7762a2df09a1f9cbc0d4f41b277dMD53THUMBNAILDissertac??a??o V.Final Georgino.pdf.jpgDissertac??a??o V.Final Georgino.pdf.jpgimage/jpeg3876http://localhost:8080/tede/bitstream/tede/256/4/Dissertac%CC%A7a%CC%83o+V.Final+Georgino.pdf.jpgf30a76c73e779708df3ce80bb0612b8bMD54tede/2562024-05-18 01:00:11.985oai:localhost:tede/256aHR0cDovL2NyZWF0aXZlY29tbW9ucy5vcmcvbGljZW5zZXMvYnktbmMtbmQvNC4wLy4=Biblioteca Digital de Teses e Dissertaçõeshttp://tede.inatel.br:8080/jspui/PUBhttp://tede.inatel.br:8080/oai/requestbiblioteca@inatel.br || biblioteca.atendimento@inatel.bropendoar:2024-05-18T04:00:11Biblioteca Digital de Teses e Dissertações da INATEL - Instituto Nacional de Telecomunicações (INATEL)false |
dc.title.por.fl_str_mv |
Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia |
title |
Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia |
spellingShingle |
Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia Baltazar, Georgino da Silva 6G, 5G; Comunica????o Full Duplex; SNR; An??lise de Desempenho; Processos de Markov, antenas direcionais, antenas omnidirecionais, interfer??ncia Engenharia - Telecomunica????es |
title_short |
Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia |
title_full |
Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia |
title_fullStr |
Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia |
title_full_unstemmed |
Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia |
title_sort |
Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia |
author |
Baltazar, Georgino da Silva |
author_facet |
Baltazar, Georgino da Silva |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Brito, Jos?? Marcos C??mara |
dc.contributor.advisor1ID.fl_str_mv |
0370383210890132 |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/0370383210890132 |
dc.contributor.referee1.fl_str_mv |
Brito , Jos?? Marcos C??mara |
dc.contributor.referee1ID.fl_str_mv |
0370383210890132 |
dc.contributor.referee1Lattes.fl_str_mv |
http://lattes.cnpq.br/0370383210890132 |
dc.contributor.referee2.fl_str_mv |
Cardieri, Paulo |
dc.contributor.referee2ID.fl_str_mv |
7227781646829609 |
dc.contributor.referee2Lattes.fl_str_mv |
http://lattes.cnpq.br/7227781646829609 |
dc.contributor.referee3.fl_str_mv |
Alberti , Ant??nio Marcos |
dc.contributor.referee3ID.fl_str_mv |
8623512462352869 |
dc.contributor.referee3Lattes.fl_str_mv |
http://lattes.cnpq.br/8623512462352869 |
dc.contributor.authorID.fl_str_mv |
7223873237024150 |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/7223873237024150 |
dc.contributor.author.fl_str_mv |
Baltazar, Georgino da Silva |
contributor_str_mv |
Brito, Jos?? Marcos C??mara Brito , Jos?? Marcos C??mara Cardieri, Paulo Alberti , Ant??nio Marcos |
dc.subject.por.fl_str_mv |
6G, 5G; Comunica????o Full Duplex; SNR; An??lise de Desempenho; Processos de Markov, antenas direcionais, antenas omnidirecionais, interfer??ncia |
topic |
6G, 5G; Comunica????o Full Duplex; SNR; An??lise de Desempenho; Processos de Markov, antenas direcionais, antenas omnidirecionais, interfer??ncia Engenharia - Telecomunica????es |
dc.subject.cnpq.fl_str_mv |
Engenharia - Telecomunica????es |
description |
Fifth generation (5G) wireless communication networks have already been deployed in many parts of the world aiming to provide high data rates for the eMBB (Enhanced Mobile Broadband) scenario, a massive number of devices for the mMTC (Massive Machine Type Communication) scenario, and greatly reduced delays with very high reliability for the URLLC (Ultra Reliable Low Latency Communication) scenario. However, a number of new applications are being envisioned, integrating the physical, digital and biological worlds, whose performance requirements go beyond what can be achieved with 5G networks, demanding that a new generation begins to be researched and developed. Since the first generation of mobile communications networks, this process of evolution has taken place approximately every ten years. That is, more or less every ten years a new generation of mobile communications networks appears, which projects the start of deployment of 6G networks for the year 2030. Among the promising techniques for 6G is full duplex communication, the subject of this dissertation, which is a technology that allows a device to transmit and receive on the same physical medium at the same time. In this dissertation, we proposed an analytical Markovian model to analyze the performance of full duplex and half duplex technology combined with omnidirectional antennas and directional antennas in a multi-hop wireless network with one-way traffic taking interference into account. Several performance metrics to evaluate network performance were considered: Block Probability, Capacity, Drop Probability, Throughput, and Average Number of Elements in the system. Based on the analyses obtained, we observe that in the model where there is no buffer at the network nodes and with a higher SNR, half duplex communication combined with directional antennas has the best performance in terms of capacity and throughput. However, when we introduce buffering at the network nodes, full duplex technology combined with directional antennas and with high SNR performs much better than half duplex technology. Keywords: 6G, 5G; Full Duplex communication; SNR; Performance Analysis; Markov Processes, directional antennas, omnidirectional antennas, interference |
publishDate |
2023 |
dc.date.issued.fl_str_mv |
2023-05-16 |
dc.date.accessioned.fl_str_mv |
2024-05-17T16:56:50Z |
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 |
Baltazar, Georgino da Silva. Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia. 2023. [101 p.]. disserta????o( Mestrado em Engenharia de Telecomunica????es) - Instituto Nacional de Telecomunica????es, [Santa Rita do Sapuca??] . |
dc.identifier.uri.fl_str_mv |
https://tede.inatel.br:8080/tede/handle/tede/256 |
identifier_str_mv |
Baltazar, Georgino da Silva. Um Modelo Markoviano para An??lise de Desempenho de Redes Multi-Hop Full Duplex com Interfer??ncia. 2023. [101 p.]. disserta????o( Mestrado em Engenharia de Telecomunica????es) - Instituto Nacional de Telecomunica????es, [Santa Rita do Sapuca??] . |
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Instituto Nacional de Telecomunica????es |
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INATEL |
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Brasil |
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Instituto Nacional de Telecomunica????es |
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Instituto Nacional de Telecomunica????es |
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