Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States

Detalhes bibliográficos
Autor(a) principal: Bezerra, Italo Pereira
Data de Publicação: 2023
Tipo de documento: Tese
Idioma: eng
Título da fonte: Repositório Institucional da Universidade Federal do Ceará (UFC)
Texto Completo: http://repositorio.ufc.br/handle/riufc/74757
Resumo: We present a method to estimate the amount of displacement, squeezing and temperature of a single-mode harmonic oscillator state based on both the weighted least squares and maximum likelihood estimators applied to measured Fock state populations and fluorescence measurements. Displacement, squeezing and temperature, or equivalently the mean of the quadratures and its variances, are essential state parameters used in quantum computation and various communication and sensing protocols. They are often measured with homodyne-style detection, which requires a phase reference such as a local oscillator. Our method allows estimation without a phase reference, by using for example a photon-number-resolving detector. To evaluate the performance of our estimator, we simulated experiments with different values of displacement, squeezing, phase and temperature. First, we simulate Fock population measurement experiments. From 10,000 Fock measurement events we produced estimates for states whose fidelities to the true state are greater than 99.99% for small squeezing (r < 1.0), and for high squeezing (r = 2.5) we obtain fidelities greater than 99.9%. We also report confidence intervals and their coverage probabilities, mean squared error and their coverage probabilities. We also simulate fluorescence measurement experiments for different motional states of a trapped ion. Jointly fitting datasets for different relative phases helped to decrease significantly the uncertainty on the estimates. Based on the analysis of real data we proposed a correction to the model that describes the probability of measuring the ion on the spin down state.
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spelling Bezerra, Italo PereiraGlancy, Scott CharlesVasconcelos, Hilma Helena Macedo de2023-10-24T14:37:51Z2023-10-24T14:37:51Z2023BEZERRA, I. P. Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States. 2023. 70f. Tese (Doutorado em Engenharia de Teleinformática) - Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2023.http://repositorio.ufc.br/handle/riufc/74757We present a method to estimate the amount of displacement, squeezing and temperature of a single-mode harmonic oscillator state based on both the weighted least squares and maximum likelihood estimators applied to measured Fock state populations and fluorescence measurements. Displacement, squeezing and temperature, or equivalently the mean of the quadratures and its variances, are essential state parameters used in quantum computation and various communication and sensing protocols. They are often measured with homodyne-style detection, which requires a phase reference such as a local oscillator. Our method allows estimation without a phase reference, by using for example a photon-number-resolving detector. To evaluate the performance of our estimator, we simulated experiments with different values of displacement, squeezing, phase and temperature. First, we simulate Fock population measurement experiments. From 10,000 Fock measurement events we produced estimates for states whose fidelities to the true state are greater than 99.99% for small squeezing (r < 1.0), and for high squeezing (r = 2.5) we obtain fidelities greater than 99.9%. We also report confidence intervals and their coverage probabilities, mean squared error and their coverage probabilities. We also simulate fluorescence measurement experiments for different motional states of a trapped ion. Jointly fitting datasets for different relative phases helped to decrease significantly the uncertainty on the estimates. Based on the analysis of real data we proposed a correction to the model that describes the probability of measuring the ion on the spin down state.Apresentamos um método para estimar a quantidade de deslocamento, compressão e temperatura do estado de um oscilador harmônico de 1-modo com base nos mínimos quadrados ponderados e nos estimadores de máxima verossimilhança aplicados às medidas de populações dos estados de Fock e às medições de fluorescência. Deslocamento, compressão e temperatura, ou equivalentemente a média das quadraturas e suas variâncias, são parâmetros de estado essenciais usados na computação quântica e em vários protocolos de comunicação e detecção. Eles são frequentemente medidos com detecção de estilo homódino, que requer uma referência de fase, como um oscilador local. Nosso método permite estimativa sem referência de fase, usando, por exemplo, um detector de resolução de número de fótons. Para avaliar o desempenho do nosso estimador, simulamos experimentos com diferentes valores de deslocamento, compressão, fase e temperatura. Primeiro, simulamos experimentos de medição da população Fock. A partir de 10.000 eventos de medição de Fock produzimos estimativas para estados cujas fidelidades em relação ao estado verdadeiro são superiores a 99,99% para pequena compressão (r < 1,0), e para alta compressão (r = 2,5) obtemos fidelidades superiores a 99,9%. Também relatamos intervalos de confiança e suas probabilidades de cobertura e erro quadrático médio e suas probabilidades de cobertura. Também simulamos experimentos de medição de fluorescência para diferentes estados de movimento de um íon aprisionado. A estimação conjunta de conjuntos de dados para diferentes fases relativas ajudou a diminuir significativamente a incerteza nas estimativas. Com base na análise de dados reais propusemos uma correção ao modelo que descreve a probabilidade de medir o íon no estado de spin down.Bezerra, I. P. Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Model Gaussian States. 2023. 71 f. Tese (Doutorado em Engenharia de Teleinformática) – Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2023.Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian Statesinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisEstados Gaussianos.Temperatura.Compressão.Estimativa.Computação quânticaTeleinformáticaGaussian states.Temperature.Squeezing.Squeezing.CNPQ::ENGENHARIAS::ENGENHARIA ELETRICAinfo:eu-repo/semantics/openAccessengreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFChttp://lattes.cnpq.br/0654896068407869http://lattes.cnpq.br/40170258438702362023-10-23ORIGINAL2023_tese_ipbezerra.pdf2023_tese_ipbezerra.pdfTeseapplication/pdf3384014http://repositorio.ufc.br/bitstream/riufc/74757/1/2023_tese_ipbezerra.pdf71030a342fdafd897730beba28f10d7eMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ufc.br/bitstream/riufc/74757/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52riufc/747572023-10-24 11:37:51.987oai:repositorio.ufc.br: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Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2023-10-24T14:37:51Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.pt_BR.fl_str_mv Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States
title Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States
spellingShingle Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States
Bezerra, Italo Pereira
CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
Estados Gaussianos.
Temperatura.
Compressão.
Estimativa.
Computação quântica
Teleinformática
Gaussian states.
Temperature.
Squeezing.
Squeezing.
title_short Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States
title_full Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States
title_fullStr Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States
title_full_unstemmed Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States
title_sort Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States
author Bezerra, Italo Pereira
author_facet Bezerra, Italo Pereira
author_role author
dc.contributor.co-advisor.none.fl_str_mv Glancy, Scott Charles
dc.contributor.author.fl_str_mv Bezerra, Italo Pereira
dc.contributor.advisor1.fl_str_mv Vasconcelos, Hilma Helena Macedo de
contributor_str_mv Vasconcelos, Hilma Helena Macedo de
dc.subject.cnpq.fl_str_mv CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
topic CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA
Estados Gaussianos.
Temperatura.
Compressão.
Estimativa.
Computação quântica
Teleinformática
Gaussian states.
Temperature.
Squeezing.
Squeezing.
dc.subject.ptbr.pt_BR.fl_str_mv Estados Gaussianos.
Temperatura.
Compressão.
Estimativa.
Computação quântica
Teleinformática
dc.subject.en.pt_BR.fl_str_mv Gaussian states.
Temperature.
Squeezing.
Squeezing.
description We present a method to estimate the amount of displacement, squeezing and temperature of a single-mode harmonic oscillator state based on both the weighted least squares and maximum likelihood estimators applied to measured Fock state populations and fluorescence measurements. Displacement, squeezing and temperature, or equivalently the mean of the quadratures and its variances, are essential state parameters used in quantum computation and various communication and sensing protocols. They are often measured with homodyne-style detection, which requires a phase reference such as a local oscillator. Our method allows estimation without a phase reference, by using for example a photon-number-resolving detector. To evaluate the performance of our estimator, we simulated experiments with different values of displacement, squeezing, phase and temperature. First, we simulate Fock population measurement experiments. From 10,000 Fock measurement events we produced estimates for states whose fidelities to the true state are greater than 99.99% for small squeezing (r < 1.0), and for high squeezing (r = 2.5) we obtain fidelities greater than 99.9%. We also report confidence intervals and their coverage probabilities, mean squared error and their coverage probabilities. We also simulate fluorescence measurement experiments for different motional states of a trapped ion. Jointly fitting datasets for different relative phases helped to decrease significantly the uncertainty on the estimates. Based on the analysis of real data we proposed a correction to the model that describes the probability of measuring the ion on the spin down state.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-10-24T14:37:51Z
dc.date.available.fl_str_mv 2023-10-24T14:37:51Z
dc.date.issued.fl_str_mv 2023
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv BEZERRA, I. P. Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States. 2023. 70f. Tese (Doutorado em Engenharia de Teleinformática) - Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2023.
dc.identifier.uri.fl_str_mv http://repositorio.ufc.br/handle/riufc/74757
identifier_str_mv BEZERRA, I. P. Phase Space Displacement, Quadrature Squeezing and Temperature Estimation from the Fock Distribution for 1-Mode Gaussian States. 2023. 70f. Tese (Doutorado em Engenharia de Teleinformática) - Centro de Tecnologia, Universidade Federal do Ceará, Fortaleza, 2023.
url http://repositorio.ufc.br/handle/riufc/74757
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.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
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reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
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