Conception of an acquisition and data processing system based on optical fiber sensors for blood pressure analysis
Autor(a) principal: | |
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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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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 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) 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) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799137746394021888 |