Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis

Detalhes bibliográficos
Autor(a) principal: Rocha, Vitor Emanuel Reis da
Data de Publicação: 2022
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/39403
Resumo: The developed work was focused on the creation of a data acquisition and processing system capable of extracting information related to an individual's blood pulse wave, using optical systems allied to an electronic support. For that, a fibre optic-based sensor was designed, which uses the variations in the intensity of reflected light, that will be modulated by the movement of the skin as a result of changes in the volume of blood inside the arteries. The signal from the optical sensor is acquired and processed by an electronic system also developed within the scope of this dissertation. It was subsequently developed, a MATLAB® application, which will be responsible for most of the signal processing, including: pulse wave acquisition, extraction and analysis of blood pressure parameters, real time data sampling, serial port or Bluetooth communication and a simple and interactive interface capable of adapting to various types of sensors. In a first phase, a literature review was carried out on various methods of waveform acquisition for obtaining key parameters related to blood pressure using intensity-based sensors. After the literature review, the main system was implemented, which consists of an optical sensor based on optical intensity modulations and a data acquisition, processing, and transmission system. Afterwards, the application is developed where the studied algorithms, the sensor-computer communication via serial port and Bluetooth and the interface for user interaction are implemented. The acquisition system and sensor developed were pre-validated in a hospital environment in comparison with a commercial and commonly used system. The project described throughout the dissertation was carried out in partnership with the company Brightstuff.
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spelling Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysisOptical fiberSensorArterial pulse waveHealthcareSignal processingThe developed work was focused on the creation of a data acquisition and processing system capable of extracting information related to an individual's blood pulse wave, using optical systems allied to an electronic support. For that, a fibre optic-based sensor was designed, which uses the variations in the intensity of reflected light, that will be modulated by the movement of the skin as a result of changes in the volume of blood inside the arteries. The signal from the optical sensor is acquired and processed by an electronic system also developed within the scope of this dissertation. It was subsequently developed, a MATLAB® application, which will be responsible for most of the signal processing, including: pulse wave acquisition, extraction and analysis of blood pressure parameters, real time data sampling, serial port or Bluetooth communication and a simple and interactive interface capable of adapting to various types of sensors. In a first phase, a literature review was carried out on various methods of waveform acquisition for obtaining key parameters related to blood pressure using intensity-based sensors. After the literature review, the main system was implemented, which consists of an optical sensor based on optical intensity modulations and a data acquisition, processing, and transmission system. Afterwards, the application is developed where the studied algorithms, the sensor-computer communication via serial port and Bluetooth and the interface for user interaction are implemented. The acquisition system and sensor developed were pre-validated in a hospital environment in comparison with a commercial and commonly used system. The project described throughout the dissertation was carried out in partnership with the company Brightstuff.O trabalho desenvolvido teve como foco a criação de um sistema de aquisição e processamento de dados capaz de extrair informação relacionada com a onda de pulso sanguínea de um individuo, utilizando sistemas óticos aliados a um suporte eletrónico. Para isso foi concebido um sensor baseado em fibra ótica que utiliza as variações na intensidade da luz refletida que vai ser modulada pelo movimento da pele como resultado das alterações no volume do sangue no interior das artérias. O sinal do sensor ótico é adquirido e processado por um sistema eletrónico também desenvolvido no âmbito desta dissertação. Foi, posteriormente, desenvolvida uma aplicação em MATLAB® que será responsável pela maior parte do processamento do sinal obtido, incluindo: aquisição de ondas de pulso, extração e análise de parâmetros relacionados com a pressão sanguínea, amostragem de dados em tempo real, estabelecimento de comunicação por porta serie ou Bluetooth e também uma interface simples e interativa capaz de se adaptar a vários tipos de sensor. Numa primeira fase, foi realizada uma revisão da literatura sobre vários métodos de aquisição de formas de onda adequadas, para a obtenção parâmetros chave relacionados com a pressão sanguínea utilizando sensores baseados em intensidade. Após a revisão da literatura, foi implementado o sistema principal, que é constituído por um sensor ótico baseado em modulações de intensidade ótica e por um sistema de aquisição, processamento e transmissão de dados. Posteriormente, é desenvolvida a aplicação onde serão implementados os algoritmos estudados, a comunicação sensor-computador via porta serie e Bluetooth e a interface para interação com o utilizador. O sistema de aquisição e sensor desenvolvidos foram pré-validados em ambiente hospitalar em comparação com um sistema comercial e usualmente utilizado. O projeto descrito ao longo da dissertação foi realizado em parceria com a empresa Brightstuff.2023-09-15T08:51:11Z2022-12-21T00:00:00Z2022-12-21info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/39403engRocha, Vitor Emanuel Reis dainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T12:16:56Zoai:ria.ua.pt:10773/39403Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:09:35.202902Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
title Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
spellingShingle Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
Rocha, Vitor Emanuel Reis da
Optical fiber
Sensor
Arterial pulse wave
Healthcare
Signal processing
title_short Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
title_full Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
title_fullStr Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
title_full_unstemmed Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
title_sort Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
author Rocha, Vitor Emanuel Reis da
author_facet Rocha, Vitor Emanuel Reis da
author_role author
dc.contributor.author.fl_str_mv Rocha, Vitor Emanuel Reis da
dc.subject.por.fl_str_mv Optical fiber
Sensor
Arterial pulse wave
Healthcare
Signal processing
topic Optical fiber
Sensor
Arterial pulse wave
Healthcare
Signal processing
description The developed work was focused on the creation of a data acquisition and processing system capable of extracting information related to an individual's blood pulse wave, using optical systems allied to an electronic support. For that, a fibre optic-based sensor was designed, which uses the variations in the intensity of reflected light, that will be modulated by the movement of the skin as a result of changes in the volume of blood inside the arteries. The signal from the optical sensor is acquired and processed by an electronic system also developed within the scope of this dissertation. It was subsequently developed, a MATLAB® application, which will be responsible for most of the signal processing, including: pulse wave acquisition, extraction and analysis of blood pressure parameters, real time data sampling, serial port or Bluetooth communication and a simple and interactive interface capable of adapting to various types of sensors. In a first phase, a literature review was carried out on various methods of waveform acquisition for obtaining key parameters related to blood pressure using intensity-based sensors. After the literature review, the main system was implemented, which consists of an optical sensor based on optical intensity modulations and a data acquisition, processing, and transmission system. Afterwards, the application is developed where the studied algorithms, the sensor-computer communication via serial port and Bluetooth and the interface for user interaction are implemented. The acquisition system and sensor developed were pre-validated in a hospital environment in comparison with a commercial and commonly used system. The project described throughout the dissertation was carried out in partnership with the company Brightstuff.
publishDate 2022
dc.date.none.fl_str_mv 2022-12-21T00:00:00Z
2022-12-21
2023-09-15T08:51:11Z
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.uri.fl_str_mv http://hdl.handle.net/10773/39403
url http://hdl.handle.net/10773/39403
dc.language.iso.fl_str_mv eng
language eng
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instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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