Distribui??o a-k-u bivari?vel

Detalhes bibliográficos
Ano de defesa: 2015
Autor(a) principal: Souza, Geordan Caldeira de lattes
Orientador(a): Souza, Rausley Adriano Amaral de lattes
Banca de defesa: Ribeiro, Ant?nio Marcelo Oliveira lattes, Chaves, Felipe Emanoel 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:
Área do conhecimento CNPq:
Link de acesso: http://tede.inatel.br:8080/tede/handle/tede/10
Resumo: In wireless communications, the multipath fading in modeled by several distributions including Hoyt, Rayleigh, Weibull, Nakagami-m e Rice. In this dissertation, new, exact expressions for the bivariate a-k-u e k-u correlated in a non-stationary environment are derived. More specifically, the following are obtained: joint probability density function, joint cumulative distribution function, the envelope correlation coefficient, and some statistics related to the signal-to-noise ratio at the output of the selection combiner, namely, outage probability and probability density function. The envelope correlation coefficient is analyzed in terms of typical physical parameters in wireless communications: Doppler, separation between reception points, frequency and the delay spread. The expressions derived are mathematically tractable and have sufficient flexibility to accommodate a large number of correlation sets useful in examination of a more general fading environment. Recently, the fading model a-k-u, and your particular case k-u has been proposed. This model takes into accounts for the non-linearity of the propagation medium as well as for the multipath clustering of the radio waves. The distribution a-k-u is general, flexible, and mathematically easily tractable. It includes important distributions such as a-u, k-u, Gamma (and its discrete versions Erlang and Center Chi-Square), Nakagami-m (and its discrete version Chi), Exponential, Weibull, One-Side Gaussian, and Rayleigh. In this dissertation, a formulation through infinite series for the bivariate a-k-u joint probability density function and non-identically distributed variates is derived. The expression is exact and general and includes all of the results previously published in the literature concerning the distributions comprised by the a-k-u distribution. As an important contribution of this work, all the theoretical results are validated by way of simulation using the Cholesky method, in order to produce correlation between Gaussian variables that make up the process a-k-u and consequently produce the correlation between the variables a-k-u. Additionally, we analyzed the performance of the combiner for maximum ratio and gain equal using the numerical solution of integral and simulations.
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spelling Souza, Rausley Adriano Amaral de996.751.536-87http://lattes.cnpq.br/6238219709706103Ribeiro, Ant?nio Marcelo Oliveirahttp://lattes.cnpq.br/4882112948471966Chaves, Felipe Emanoel063.334.856-24http://lattes.cnpq.br/5851108432756265091.890.726-85http://lattes.cnpq.br/4977741812022422Souza, Geordan Caldeira de2016-06-17T18:17:06Z2015-10-22Souza, Geordan Caldeira de. Distribui??o alpha-kappa-mu bivari?vel. 2015. [54]. Disserta????o( Programa 1) - Instituto Nacional de Telecomunicacoes, [Santa Rita do Sapuca?] .http://tede.inatel.br:8080/tede/handle/tede/10In wireless communications, the multipath fading in modeled by several distributions including Hoyt, Rayleigh, Weibull, Nakagami-m e Rice. In this dissertation, new, exact expressions for the bivariate a-k-u e k-u correlated in a non-stationary environment are derived. More specifically, the following are obtained: joint probability density function, joint cumulative distribution function, the envelope correlation coefficient, and some statistics related to the signal-to-noise ratio at the output of the selection combiner, namely, outage probability and probability density function. The envelope correlation coefficient is analyzed in terms of typical physical parameters in wireless communications: Doppler, separation between reception points, frequency and the delay spread. The expressions derived are mathematically tractable and have sufficient flexibility to accommodate a large number of correlation sets useful in examination of a more general fading environment. Recently, the fading model a-k-u, and your particular case k-u has been proposed. This model takes into accounts for the non-linearity of the propagation medium as well as for the multipath clustering of the radio waves. The distribution a-k-u is general, flexible, and mathematically easily tractable. It includes important distributions such as a-u, k-u, Gamma (and its discrete versions Erlang and Center Chi-Square), Nakagami-m (and its discrete version Chi), Exponential, Weibull, One-Side Gaussian, and Rayleigh. In this dissertation, a formulation through infinite series for the bivariate a-k-u joint probability density function and non-identically distributed variates is derived. The expression is exact and general and includes all of the results previously published in the literature concerning the distributions comprised by the a-k-u distribution. As an important contribution of this work, all the theoretical results are validated by way of simulation using the Cholesky method, in order to produce correlation between Gaussian variables that make up the process a-k-u and consequently produce the correlation between the variables a-k-u. Additionally, we analyzed the performance of the combiner for maximum ratio and gain equal using the numerical solution of integral and simulations.Em comunica??es m?veis, o desvanecimento por multipercursos ? modelado por v?rias distribui??es incluindo Hoyt, Rayleigh, Weibull, Nakagami-m e Rice. Nesta disserta??o, s?o deduzidas express?es exatas para o modelo de duas vari?veis a-k-u e k-u correlacionadas em um ambiente n?o estacion?rio. De forma espec?fica, as seguintes estat?sticas s?o encontradas: fun??o densidade de probabilidade conjunta, fun??o de distribui??o cumulativa conjunta, coeficiente de correla??o da envolt?ria e algumas estat?sticas relacionadas ao par?metro SNR na sa?da do combinador de sele??o, a saber, probabilidade de indisponibilidade e fun??o densidade de probabilidade. O coeficiente de correla??o da envolt?ria ? analisado em termos de par?metros f?sicos t?picos em comunica??es sem fio: efeito Doppler, dist?ncia de separa??o entre pontos de recep??o, frequ?ncia e o espalhamento de retardo (delay spread), tamb?m conhecido por dispers?o de atraso. As express?es deduzidas s?o matematicamente trat?veis e possuem flexibilidade suficiente para acomodar um grande n?mero de cen?rios de correla??o, ?teis na an?lise de um ambiente com desvanecimento mais geral. Recentemente, o modelo de desvanecimento a-k-u, e seu caso particular k-u, foi proposto. Este modelo leva em conta a n?o linearidade do meio de propaga??o assim como o fen?meno de clusters de m?ltiplos percursos das ondas de r?dio. A distribui??o a-k-u ? geral, flex?vel e matematicamente trat?vel. Ela inclui importantes distribui??es tais como a-u, k-u, Gamma (e suas vers?es discretas Erlang e Chi-Quadrada Central), Nakagami-m (e sua vers?o discreta Chi), Exponencial, Weibull, Gaussiana Unilateral e Rayleigh. Nesta disserta??o, uma formula??o por meio de s?rie infinita para a fun??o densidade de probabilidade bivari?vel a-k-u e vari?veis n?o identicamente distribu?das ? encontrada. A express?o ? exata e geral e inclui todos os resultados anteriormente publicados na literatura relacionados ?s distribui??es compreendidas pela distribui??o a-k-u. Como contribui??o importante desta disserta??o, todos os resultados te?ricos s?o validados via simula??o com a utiliza??o do m?todo de Cholesky, com o objetivo de produzir correla??o entre as vari?veis Gaussianas que comp?em o processo a-k-u, e consequentemente produzir a correla??o entre as vari?veis a-k-u. Adicionalmente, foi analisado o desempenho dos combinadores por raz?o m?xima e por ganho igual utilizando-se da solu??o num?rica de integrais e de simula??es.Submitted by Tede Dspace (tede@inatel.br) on 2016-06-17T18:17:06Z No. of bitstreams: 2 license_rdf: 20592 bytes, checksum: 0c9b9c579af4cbbcf785ca803bd18d4b (MD5) Disserta??o V.Final Geordan Caldeira.pdf: 9546031 bytes, checksum: b095711a7df1b5ff56e618f142e6c2a7 (MD5)Made available in DSpace on 2016-06-17T18:17:06Z (GMT). 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dc.title.por.fl_str_mv Distribui??o a-k-u bivari?vel
dc.title.alternative.por.fl_str_mv Distribui??o alpha kappa mu bivari?vel
title Distribui??o a-k-u bivari?vel
spellingShingle Distribui??o a-k-u bivari?vel
Souza, Geordan Caldeira de
Correla??o; Desvanecimento de canais; Distribui??o k-u; Distribui??o a-k-u; Engenharia de Telecomunica??es. Sistema de comunica??es sem fio
Engenharia - Telecomunica??es
title_short Distribui??o a-k-u bivari?vel
title_full Distribui??o a-k-u bivari?vel
title_fullStr Distribui??o a-k-u bivari?vel
title_full_unstemmed Distribui??o a-k-u bivari?vel
title_sort Distribui??o a-k-u bivari?vel
author Souza, Geordan Caldeira de
author_facet Souza, Geordan Caldeira de
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 Ribeiro, Ant?nio Marcelo Oliveira
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/4882112948471966
dc.contributor.referee2.fl_str_mv Chaves, Felipe Emanoel
dc.contributor.referee2ID.fl_str_mv 063.334.856-24
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/5851108432756265
dc.contributor.authorID.fl_str_mv 091.890.726-85
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/4977741812022422
dc.contributor.author.fl_str_mv Souza, Geordan Caldeira de
contributor_str_mv Souza, Rausley Adriano Amaral de
Ribeiro, Ant?nio Marcelo Oliveira
Chaves, Felipe Emanoel
dc.subject.por.fl_str_mv Correla??o; Desvanecimento de canais; Distribui??o k-u; Distribui??o a-k-u; Engenharia de Telecomunica??es. Sistema de comunica??es sem fio
topic Correla??o; Desvanecimento de canais; Distribui??o k-u; Distribui??o a-k-u; Engenharia de Telecomunica??es. Sistema de comunica??es sem fio
Engenharia - Telecomunica??es
dc.subject.cnpq.fl_str_mv Engenharia - Telecomunica??es
description In wireless communications, the multipath fading in modeled by several distributions including Hoyt, Rayleigh, Weibull, Nakagami-m e Rice. In this dissertation, new, exact expressions for the bivariate a-k-u e k-u correlated in a non-stationary environment are derived. More specifically, the following are obtained: joint probability density function, joint cumulative distribution function, the envelope correlation coefficient, and some statistics related to the signal-to-noise ratio at the output of the selection combiner, namely, outage probability and probability density function. The envelope correlation coefficient is analyzed in terms of typical physical parameters in wireless communications: Doppler, separation between reception points, frequency and the delay spread. The expressions derived are mathematically tractable and have sufficient flexibility to accommodate a large number of correlation sets useful in examination of a more general fading environment. Recently, the fading model a-k-u, and your particular case k-u has been proposed. This model takes into accounts for the non-linearity of the propagation medium as well as for the multipath clustering of the radio waves. The distribution a-k-u is general, flexible, and mathematically easily tractable. It includes important distributions such as a-u, k-u, Gamma (and its discrete versions Erlang and Center Chi-Square), Nakagami-m (and its discrete version Chi), Exponential, Weibull, One-Side Gaussian, and Rayleigh. In this dissertation, a formulation through infinite series for the bivariate a-k-u joint probability density function and non-identically distributed variates is derived. The expression is exact and general and includes all of the results previously published in the literature concerning the distributions comprised by the a-k-u distribution. As an important contribution of this work, all the theoretical results are validated by way of simulation using the Cholesky method, in order to produce correlation between Gaussian variables that make up the process a-k-u and consequently produce the correlation between the variables a-k-u. Additionally, we analyzed the performance of the combiner for maximum ratio and gain equal using the numerical solution of integral and simulations.
publishDate 2015
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dc.identifier.uri.fl_str_mv http://tede.inatel.br:8080/tede/handle/tede/10
identifier_str_mv Souza, Geordan Caldeira de. Distribui??o alpha-kappa-mu bivari?vel. 2015. [54]. Disserta????o( Programa 1) - Instituto Nacional de Telecomunicacoes, [Santa Rita do Sapuca?] .
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