A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing

Detalhes bibliográficos
Autor(a) principal: Antunes, André Mendes
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/127801
Resumo: The Internet of Things (IoT) has been growing at an immense pace over the last few years and there are no predictions of slowing down anytime soon, but most importantly, not only has it been growing in size but it has also been growing in capabilities, performance and diversity. Diversity is incredibly important but also fracturing, in this context. As IoT sensor nodes get more performant and diverse, their adaptability and reconfigurability ends up being lost in the search for ultimate performance. As a way to unify these individual single purpose sensor nodes, a need and an opportunity present themselves to develop a singular multi-parameter, multi-sensor IoT node, that can make use of the latest reconfigurable technology to adapt itself to the requirements of each type of sensor, while maintaining the very high performance and precision of dedicated sensor nodes. This dissertation work will thus focus on developing an architecture and building a prototype circuit board for a multi-sensor, reconfigurable IoT node based on a state-ofthe- art System-on-Chip (SoC) with extremely high resolution measurement capabilities, which can interface with virtually any type of existing sensor. This architecture and prototype are intended to serve as a stepping stone in the path to develop a capable IoT node which can interface with a wider range of sensor and have a higher precision than what is currently available
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spelling A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter SensingIoTSensor NodeFlexibleReconfigurableHigh-PrecisionSoCDomínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaThe Internet of Things (IoT) has been growing at an immense pace over the last few years and there are no predictions of slowing down anytime soon, but most importantly, not only has it been growing in size but it has also been growing in capabilities, performance and diversity. Diversity is incredibly important but also fracturing, in this context. As IoT sensor nodes get more performant and diverse, their adaptability and reconfigurability ends up being lost in the search for ultimate performance. As a way to unify these individual single purpose sensor nodes, a need and an opportunity present themselves to develop a singular multi-parameter, multi-sensor IoT node, that can make use of the latest reconfigurable technology to adapt itself to the requirements of each type of sensor, while maintaining the very high performance and precision of dedicated sensor nodes. This dissertation work will thus focus on developing an architecture and building a prototype circuit board for a multi-sensor, reconfigurable IoT node based on a state-ofthe- art System-on-Chip (SoC) with extremely high resolution measurement capabilities, which can interface with virtually any type of existing sensor. This architecture and prototype are intended to serve as a stepping stone in the path to develop a capable IoT node which can interface with a wider range of sensor and have a higher precision than what is currently availableA Internet of Things (IoT) tem vindo a crescer a passos largos ao longo dos últimos anos, e não apresenta quaisquer sinais de abrandar o seu crescimento num futuro próximo. No entanto, não só tem vindo a crescer em tamanho, mas também nas suas capacidades, performance e diversidade. Enquanto que a diversidade é extremamente importante, neste contexto, é também fraturante. À medida que os nós IoT melhoram em performance e diversidade, a sua adaptabilidade e reconfigurabiliade acaba por ficar em segundo plano na procura do pico de performance. Com o objetivo de unificar estes nós de sensores com propósitos singulares, apresentase uma oportunidade e uma necessidade de desenvolver um único nó IoT capaz de fazer interface com uma multiplicidade de sensores distintos, usando tecnologia de ponta reconfigurável para se adaptar às necessidades de cada tipo de sensor, mantendo ainda assim a alta performance e precisão de nós de sensor dedicados. A presente dissertação irá então focar-se no desenvolvimento de uma arquitetura de sistema e criação de um protótipo em placa de circuito impresso referente a um nó IoT multisensor reconfigurável, baseado num SoC de última geração com capacidades de medição extremamente elevadas, que consiga fazer interface com qualquer tipo de sensor existente. Esta arquitetura de sistema e protótipo são desenvolvidos com a intenção de servirem como ponto de partida para o desenvolvimento de um nó IoT de interface com sensores, que tenha a capacidade de medir qualquer tipo de sensor com uma precisão superior àquilo que está atualmente disponível.Oliveira, JoãoRUNAntunes, André Mendes2021-11-16T17:14:07Z2021-022021-02-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/127801enginfo: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:RCAAP2024-03-11T05:07:32Zoai:run.unl.pt:10362/127801Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:46:10.077786Repositório 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 A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing
title A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing
spellingShingle A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing
Antunes, André Mendes
IoT
Sensor Node
Flexible
Reconfigurable
High-Precision
SoC
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing
title_full A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing
title_fullStr A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing
title_full_unstemmed A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing
title_sort A Smart IoT Node using a Hybrid Edge-Computing Strategy for Environmental Multiparameter Sensing
author Antunes, André Mendes
author_facet Antunes, André Mendes
author_role author
dc.contributor.none.fl_str_mv Oliveira, João
RUN
dc.contributor.author.fl_str_mv Antunes, André Mendes
dc.subject.por.fl_str_mv IoT
Sensor Node
Flexible
Reconfigurable
High-Precision
SoC
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic IoT
Sensor Node
Flexible
Reconfigurable
High-Precision
SoC
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description The Internet of Things (IoT) has been growing at an immense pace over the last few years and there are no predictions of slowing down anytime soon, but most importantly, not only has it been growing in size but it has also been growing in capabilities, performance and diversity. Diversity is incredibly important but also fracturing, in this context. As IoT sensor nodes get more performant and diverse, their adaptability and reconfigurability ends up being lost in the search for ultimate performance. As a way to unify these individual single purpose sensor nodes, a need and an opportunity present themselves to develop a singular multi-parameter, multi-sensor IoT node, that can make use of the latest reconfigurable technology to adapt itself to the requirements of each type of sensor, while maintaining the very high performance and precision of dedicated sensor nodes. This dissertation work will thus focus on developing an architecture and building a prototype circuit board for a multi-sensor, reconfigurable IoT node based on a state-ofthe- art System-on-Chip (SoC) with extremely high resolution measurement capabilities, which can interface with virtually any type of existing sensor. This architecture and prototype are intended to serve as a stepping stone in the path to develop a capable IoT node which can interface with a wider range of sensor and have a higher precision than what is currently available
publishDate 2021
dc.date.none.fl_str_mv 2021-11-16T17:14:07Z
2021-02
2021-02-01T00:00:00Z
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/10362/127801
url http://hdl.handle.net/10362/127801
dc.language.iso.fl_str_mv eng
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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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