New insights on MSE behavior of the widely linear LMS algorithm

Detalhes bibliográficos
Autor(a) principal: Pinto, Enrique Theisen Rodrigues
Data de Publicação: 2019
Tipo de documento: Trabalho de conclusão de curso
Idioma: eng
Título da fonte: Repositório Institucional da UFSC
Texto Completo: https://repositorio.ufsc.br/handle/123456789/202365
Resumo: TCC(graduação) - Universidade Federal de Santa Catarina. Centro Tecnológico. Engenharia Eletrônica.
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spelling Universidade Federal de Santa CatarinaPinto, Enrique Theisen RodriguesResende, Leonardo Silva2019-12-06T12:24:17Z2019-12-06T12:24:17Z2019-12-04https://repositorio.ufsc.br/handle/123456789/202365TCC(graduação) - Universidade Federal de Santa Catarina. Centro Tecnológico. Engenharia Eletrônica.This work presents a novel complete statistical model of the mean square error (MSE) for widely linear adaptive Wiener filtering, which involves improper signals. Amongst the contributions are, in addition to the complete MSE model, new tools for comparative characterization of the steady state performance of the widely linear LMS algorithm in relation to the traditional LMS algorithm. Theory and simulations concerning linear AWGN channel equalization and widely linear system identification are presented and analysed.Este trabalho apresenta um novo modelo estatístico completo do erro quadrático médio (MSE) para filtragem adaptativa de Wiener amplamente linear (Widely Linear), envolvendo sinais impróprios. Dentre as contribuições estão, além do modelo completo para o MSE, a inclusão de novas ferramentas para caracterização comparativa da performance em regime permanente do algoritmo LMS amplamente linear (WLLMS) em relação ao algoritmo LMS tradicional. Teoria e simulações relativas aos casos de equalização de canal linear AWGN e identificação de sistemas amplamente linear são apresentados e analisados.46Florianópolis, SCMSEWL-LMSProcessamento de sinais imprópriosImpropriedadeNew insights on MSE behavior of the widely linear LMS algorithminfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesisinfo:eu-repo/semantics/openAccessengreponame:Repositório Institucional da UFSCinstname:Universidade Federal de Santa Catarina (UFSC)instacron:UFSCLICENSElicense.txtlicense.txttext/plain; charset=utf-81383https://repositorio.ufsc.br/bitstream/123456789/202365/2/license.txt11ee89cd31d893362820eab7c4d46734MD52ORIGINALTCC_EnriquePinto_Final.pdfTCC_EnriquePinto_Final.pdfTCC Enrique Pintoapplication/pdf1557319https://repositorio.ufsc.br/bitstream/123456789/202365/1/TCC_EnriquePinto_Final.pdfe955b2954119d02b9051d7d9db45f12cMD51123456789/2023652019-12-06 09:24:18.05oai:repositorio.ufsc.br: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ório de PublicaçõesPUBhttp://150.162.242.35/oai/requestopendoar:23732019-12-06T12:24:18Repositório Institucional da UFSC - Universidade Federal de Santa Catarina (UFSC)false
dc.title.pt_BR.fl_str_mv New insights on MSE behavior of the widely linear LMS algorithm
title New insights on MSE behavior of the widely linear LMS algorithm
spellingShingle New insights on MSE behavior of the widely linear LMS algorithm
Pinto, Enrique Theisen Rodrigues
MSE
WL-LMS
Processamento de sinais impróprios
Impropriedade
title_short New insights on MSE behavior of the widely linear LMS algorithm
title_full New insights on MSE behavior of the widely linear LMS algorithm
title_fullStr New insights on MSE behavior of the widely linear LMS algorithm
title_full_unstemmed New insights on MSE behavior of the widely linear LMS algorithm
title_sort New insights on MSE behavior of the widely linear LMS algorithm
author Pinto, Enrique Theisen Rodrigues
author_facet Pinto, Enrique Theisen Rodrigues
author_role author
dc.contributor.pt_BR.fl_str_mv Universidade Federal de Santa Catarina
dc.contributor.author.fl_str_mv Pinto, Enrique Theisen Rodrigues
dc.contributor.advisor1.fl_str_mv Resende, Leonardo Silva
contributor_str_mv Resende, Leonardo Silva
dc.subject.por.fl_str_mv MSE
WL-LMS
Processamento de sinais impróprios
Impropriedade
topic MSE
WL-LMS
Processamento de sinais impróprios
Impropriedade
description TCC(graduação) - Universidade Federal de Santa Catarina. Centro Tecnológico. Engenharia Eletrônica.
publishDate 2019
dc.date.accessioned.fl_str_mv 2019-12-06T12:24:17Z
dc.date.available.fl_str_mv 2019-12-06T12:24:17Z
dc.date.issued.fl_str_mv 2019-12-04
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/bachelorThesis
format bachelorThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://repositorio.ufsc.br/handle/123456789/202365
url https://repositorio.ufsc.br/handle/123456789/202365
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 46
dc.publisher.none.fl_str_mv Florianópolis, SC
publisher.none.fl_str_mv Florianópolis, SC
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSC
instname:Universidade Federal de Santa Catarina (UFSC)
instacron:UFSC
instname_str Universidade Federal de Santa Catarina (UFSC)
instacron_str UFSC
institution UFSC
reponame_str Repositório Institucional da UFSC
collection Repositório Institucional da UFSC
bitstream.url.fl_str_mv https://repositorio.ufsc.br/bitstream/123456789/202365/2/license.txt
https://repositorio.ufsc.br/bitstream/123456789/202365/1/TCC_EnriquePinto_Final.pdf
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