A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays

Bibliographic Details
Main Author: Lemes, Daniel Lima
Publication Date: 2018
Format: Master thesis
Language: eng
Source: Repositório Institucional da UNIPAMPA
Download full: https://dspace.unipampa.edu.br/jspui/handle/riu/2904
Summary: The main goal of this work was to develop a MATLAB-based co de capable of finding the optimum values for amplitudes, phases and spacings of a non-uniformly spaced linear antenna array for a specified purpose. This tool allowed investigating the influence of the relative spacings between the elements of an antenna array in its radiation pattern. Two optimization methods were implemented: PSO (Particle swarm optimization), which is an evolutionary heuristic based on the social interaction and movement of swarms, and Taguchi’s method, which is based on orthogonal arrays to reduce the number of experiments needed to find the optimum value of a given variable. Different optimization goals were investigated, so that a comparison between these techniques has been done. The developed co de was applied to solve two practical problems. In the first one, a dual-band antenna array for base stations of mobile communication systems was modeled and its amplitudes, phases and spacings were optimized. By doing so, it was possible to mitigate the granting lobes that app eared in the pattern in the higher band, because the relative spacings between the elements could not be smaller than λ0. The pattern of this array was also shaped following a squared cosecant contour, in order to illuminate a pico-cell with uniform power. The results of the optimizations in both bands were validated using the commercial software Ansys HFSS and a study about the influence of the mutual coupling in the pattern was done. The second practical problem was to design an antenna array with beamshaping. By using the proposed code, it was possible to reduce the number of array elements from seven to four comparing to an uniformly spaced array. The optimization was split into two parts in order to mitigate the influence of the mutual coupling. A passive feeder for the optimized array was designed and a prototype was manufactured. The results were validated using HFSS and by measurements. The complete development of the array and of the feeder are detailed in this work. Finally, the design of a transmitter for adaptive beamshaping is described. The architecture nis capable to change the phase and power level of the signal, hence allowing to deliver the weights optimized by the proposed code to the antenna array. A modular concept was chosen in order to increase the flexibility of the transmitter. The device translates the input frequency from 500 MHz to 7 GHz, in order to deliver the weights to the antenna array. Eight transmitters were assembled and they were coupled to the antenna array in order to test their functionality. The patterns were measured in an anechoic chamber. All measured results of the transmitter are presented.
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spelling Heckler, Marcos Vinício ThomasLemes, Daniel Lima2018-05-14T12:00:34Z2018-05-14T12:00:34Z2018-04-05LEMES, Daniel Lima. A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays. 95p. 2018. Dissertação (Mestrado em Engenharia em Engenharia Elétrica) – Universidade Federal do Pampa, Campus Alegrete, Alegrete, 2018.https://dspace.unipampa.edu.br/jspui/handle/riu/2904The main goal of this work was to develop a MATLAB-based co de capable of finding the optimum values for amplitudes, phases and spacings of a non-uniformly spaced linear antenna array for a specified purpose. This tool allowed investigating the influence of the relative spacings between the elements of an antenna array in its radiation pattern. Two optimization methods were implemented: PSO (Particle swarm optimization), which is an evolutionary heuristic based on the social interaction and movement of swarms, and Taguchi’s method, which is based on orthogonal arrays to reduce the number of experiments needed to find the optimum value of a given variable. Different optimization goals were investigated, so that a comparison between these techniques has been done. The developed co de was applied to solve two practical problems. In the first one, a dual-band antenna array for base stations of mobile communication systems was modeled and its amplitudes, phases and spacings were optimized. By doing so, it was possible to mitigate the granting lobes that app eared in the pattern in the higher band, because the relative spacings between the elements could not be smaller than λ0. The pattern of this array was also shaped following a squared cosecant contour, in order to illuminate a pico-cell with uniform power. The results of the optimizations in both bands were validated using the commercial software Ansys HFSS and a study about the influence of the mutual coupling in the pattern was done. The second practical problem was to design an antenna array with beamshaping. By using the proposed code, it was possible to reduce the number of array elements from seven to four comparing to an uniformly spaced array. The optimization was split into two parts in order to mitigate the influence of the mutual coupling. A passive feeder for the optimized array was designed and a prototype was manufactured. The results were validated using HFSS and by measurements. The complete development of the array and of the feeder are detailed in this work. Finally, the design of a transmitter for adaptive beamshaping is described. The architecture nis capable to change the phase and power level of the signal, hence allowing to deliver the weights optimized by the proposed code to the antenna array. A modular concept was chosen in order to increase the flexibility of the transmitter. The device translates the input frequency from 500 MHz to 7 GHz, in order to deliver the weights to the antenna array. Eight transmitters were assembled and they were coupled to the antenna array in order to test their functionality. The patterns were measured in an anechoic chamber. All measured results of the transmitter are presented.O principal objetivo deste trabalho foi desenvolver uma ferramenta computacional em MATLAB capaz de otimizar as fases, as amplitudes e os espaçamentos de uma rede de antenas, a fim de satisfazer um determinado objetivo. De posse dessa ferramenta, foi possível analisar a influência do espaçamento relativo entre os elementos de uma rede no diagrama da mesma. Dois métodos de otimização foram implementados: PSO (Particle Swarm Opmitization), baseado na interação social e no movimento de um enxame, e o método de Taguchi, que utiliza matrizes ortogonais para diminuir o número de testes necessários para otimizar uma variável. Diferentes cenários foram analisados de forma a permitir uma comparação entre os dois métodos. O código desenvolvido foi aplicado a dois problemas práticos. No primeiro deles, uma rede de antenas dupla-faixa para emprego em estações rádio base de sistemas de comunicações móveis foi modelada e suas amplitudes, fases e espaçamentos foram otimizados. Como na banda mais alta o espaçamento entre os elementos não podia ser menor que λ0., fez-se necessário otimizar os espaçamentos para controle dos grating lobes. O diagrama dessa rede foi também conformado seguindo um contorno em cossecante ao quadrado, para iluminar uma certa região com potência uniforme. Os resultados de todas as otimizações em ambas bandas foram validados usando o software Ansys HFSS e um estudo sobre a influência do acoplamento mútuo foi feito. O segundo caso consistiu na otimização de uma rede de antenas com conformação de feixe. Foi possível diminuir o número de elementos de sete para quatro em comparação a uma rede com elementos uniformemente espaçados. A otimização foi dividida em duas partes para compensar o efeito do acoplamento mútuo. Para a rede otimizada, um sistema alimentador passivo foi desenvolvido e um protótipo foi fabricado. Os resultados foram validados com simulações no software comercial Ansys HFSS e, também, por medições. Todo o projeto da rede e do alimentador é detalhado neste trabalho. Finalmente, o desenvolvimento de um circuito transmissor para beamshaping adaptativo ´e detalhado. Tal sistema é composto por um defasador e um amplificador de ganho variável, com os quais é possível inserir as amplitudes e fases, otimizadas pelo código proposto, em uma rede de antenas. Desenvolveu-se um transmissor modular, a fim de aumentar a flexibilidade do sistema. A frequência de entrada do transmissor é de 500 MHz, que é transladada para 7 GHz antes de ser entregue à rede de antenas. Foram fabricados oito transmissores, os quais foram acoplados a uma rede de antenas para testar suas funcionalidades. Os diagramas de irradiação foram medidos em câmera anecóica. Todo o desenvolvimento e medições de cada componente do transmissor são também mostrados neste trabalho.engUniversidade Federal do PampaMestrado Acadêmico em Engenharia ElétricaUNIPAMPABrasilCampus AlegreteCNPQ::ENGENHARIASAntenna arrayPSOTaguchi’s methodNon-uniformly spaced antenna arraysGrating lobesTransmitterElectrical engineeringEngenharia elétricaRede de AntenasMétodo de TaguchiAntenas não-uniformemente espaçadasTransmissorA study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arraysinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIPAMPAinstname:Universidade Federal do Pampa (UNIPAMPA)instacron:UNIPAMPAORIGINALDaniel_Lemes - 2018.pdfDaniel_Lemes - 2018.pdfapplication/pdf18189235https://repositorio.unipampa.edu.br/bitstreams/73773402-8f5b-49fc-9d92-9e978ba29488/download1ee5df4451f15272b5fcd3e07ef614e8MD51trueAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81866https://repositorio.unipampa.edu.br/bitstreams/e46791a3-4302-4f17-8878-d1902d0495f9/download43cd690d6a359e86c1fe3d5b7cba0c9bMD52falseAnonymousREADTEXTDaniel_Lemes - 2018.pdf.txtDaniel_Lemes - 2018.pdf.txtExtracted texttext/plain129328https://repositorio.unipampa.edu.br/bitstreams/f1bcb3c8-3669-4d71-82c7-0d14358b0ce6/downloadbf46df857719aac86eaa029450202c93MD53falseAnonymousREADriu/29042018-07-31 20:23:54.811open.accessoai:repositorio.unipampa.edu.br:riu/2904https://repositorio.unipampa.edu.brRepositório InstitucionalPUBhttp://dspace.unipampa.edu.br:8080/oai/requestsisbi@unipampa.edu.bropendoar:2018-07-31T20:23:54Repositório Institucional da UNIPAMPA - Universidade Federal do Pampa (UNIPAMPA)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
dc.title.pt_BR.fl_str_mv A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays
title A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays
spellingShingle A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays
Lemes, Daniel Lima
CNPQ::ENGENHARIAS
Antenna array
PSO
Taguchi’s method
Non-uniformly spaced antenna arrays
Grating lobes
Transmitter
Electrical engineering
Engenharia elétrica
Rede de Antenas
Método de Taguchi
Antenas não-uniformemente espaçadas
Transmissor
title_short A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays
title_full A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays
title_fullStr A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays
title_full_unstemmed A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays
title_sort A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays
author Lemes, Daniel Lima
author_facet Lemes, Daniel Lima
author_role author
dc.contributor.advisor1.fl_str_mv Heckler, Marcos Vinício Thomas
dc.contributor.author.fl_str_mv Lemes, Daniel Lima
contributor_str_mv Heckler, Marcos Vinício Thomas
dc.subject.cnpq.fl_str_mv CNPQ::ENGENHARIAS
topic CNPQ::ENGENHARIAS
Antenna array
PSO
Taguchi’s method
Non-uniformly spaced antenna arrays
Grating lobes
Transmitter
Electrical engineering
Engenharia elétrica
Rede de Antenas
Método de Taguchi
Antenas não-uniformemente espaçadas
Transmissor
dc.subject.por.fl_str_mv Antenna array
PSO
Taguchi’s method
Non-uniformly spaced antenna arrays
Grating lobes
Transmitter
Electrical engineering
Engenharia elétrica
Rede de Antenas
Método de Taguchi
Antenas não-uniformemente espaçadas
Transmissor
description The main goal of this work was to develop a MATLAB-based co de capable of finding the optimum values for amplitudes, phases and spacings of a non-uniformly spaced linear antenna array for a specified purpose. This tool allowed investigating the influence of the relative spacings between the elements of an antenna array in its radiation pattern. Two optimization methods were implemented: PSO (Particle swarm optimization), which is an evolutionary heuristic based on the social interaction and movement of swarms, and Taguchi’s method, which is based on orthogonal arrays to reduce the number of experiments needed to find the optimum value of a given variable. Different optimization goals were investigated, so that a comparison between these techniques has been done. The developed co de was applied to solve two practical problems. In the first one, a dual-band antenna array for base stations of mobile communication systems was modeled and its amplitudes, phases and spacings were optimized. By doing so, it was possible to mitigate the granting lobes that app eared in the pattern in the higher band, because the relative spacings between the elements could not be smaller than λ0. The pattern of this array was also shaped following a squared cosecant contour, in order to illuminate a pico-cell with uniform power. The results of the optimizations in both bands were validated using the commercial software Ansys HFSS and a study about the influence of the mutual coupling in the pattern was done. The second practical problem was to design an antenna array with beamshaping. By using the proposed code, it was possible to reduce the number of array elements from seven to four comparing to an uniformly spaced array. The optimization was split into two parts in order to mitigate the influence of the mutual coupling. A passive feeder for the optimized array was designed and a prototype was manufactured. The results were validated using HFSS and by measurements. The complete development of the array and of the feeder are detailed in this work. Finally, the design of a transmitter for adaptive beamshaping is described. The architecture nis capable to change the phase and power level of the signal, hence allowing to deliver the weights optimized by the proposed code to the antenna array. A modular concept was chosen in order to increase the flexibility of the transmitter. The device translates the input frequency from 500 MHz to 7 GHz, in order to deliver the weights to the antenna array. Eight transmitters were assembled and they were coupled to the antenna array in order to test their functionality. The patterns were measured in an anechoic chamber. All measured results of the transmitter are presented.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-05-14T12:00:34Z
dc.date.available.fl_str_mv 2018-05-14T12:00:34Z
dc.date.issued.fl_str_mv 2018-04-05
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 LEMES, Daniel Lima. A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays. 95p. 2018. Dissertação (Mestrado em Engenharia em Engenharia Elétrica) – Universidade Federal do Pampa, Campus Alegrete, Alegrete, 2018.
dc.identifier.uri.fl_str_mv https://dspace.unipampa.edu.br/jspui/handle/riu/2904
identifier_str_mv LEMES, Daniel Lima. A study of beamforming and beamshaping techniques for uniformly and non-uniformly spaced arrays. 95p. 2018. Dissertação (Mestrado em Engenharia em Engenharia Elétrica) – Universidade Federal do Pampa, Campus Alegrete, Alegrete, 2018.
url https://dspace.unipampa.edu.br/jspui/handle/riu/2904
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.publisher.none.fl_str_mv Universidade Federal do Pampa
dc.publisher.program.fl_str_mv Mestrado Acadêmico em Engenharia Elétrica
dc.publisher.initials.fl_str_mv UNIPAMPA
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Campus Alegrete
publisher.none.fl_str_mv Universidade Federal do Pampa
dc.source.none.fl_str_mv reponame:Repositório Institucional da UNIPAMPA
instname:Universidade Federal do Pampa (UNIPAMPA)
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instname_str Universidade Federal do Pampa (UNIPAMPA)
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