An IOT architecture for counting people

Detalhes bibliográficos
Autor(a) principal: BOTLER, Léo Happ
Data de Publicação: 2017
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Institucional da UFPE
dARK ID: ark:/64986/001300000fs5n
Texto Completo: https://repositorio.ufpe.br/handle/123456789/25234
Resumo: Knowing whether a room is occupied or not is crucial for improving electrical energy efficiency. For instance, if a given room is empty there is usually no need for the lights to be turned on. Usually in small spaces such as elevator halls, a Passive Infrared (PIR) sensor is used together with the lighting, but as it lacks accuracy, people often are left in the dark after a few minutes. Another factor that deteriorates energy efficiency is that these sensors are seldom connected to a network, limiting the application scenarios to simple tasks, such as controlling lamps. The same data could be used to improve other services such as adjusting the temperature of an air conditioner, which usually has a high impact on energy costs in countries with warm weather. In the present dissertation a wireless device capable of counting people in a room is implemented using Infrared (IR) Light Emitting Diode (LED)s. The implemented device is analyzed regarding energy consumption, cost, error count and installation time. It is also compared to other existing solutions. An architecture for interfacing this device with the Internet of Things (IoT) is provided as well as some of its applications in real scenarios. The results show that the architecture provided as well as the device implemented are useful in the presented scenarios, presenting a distance range of up to 30cm, a false negatives percentual error around 4% and an energy consumption of 1.519W.
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spelling BOTLER, Léo Happhttp://lattes.cnpq.br/7598544284754604http://lattes.cnpq.br/7532050172035129KELNER, JudithSADOK, Djamel Fawzi Hadj2018-07-27T16:56:44Z2018-07-27T16:56:44Z2017-03-02https://repositorio.ufpe.br/handle/123456789/25234ark:/64986/001300000fs5nKnowing whether a room is occupied or not is crucial for improving electrical energy efficiency. For instance, if a given room is empty there is usually no need for the lights to be turned on. Usually in small spaces such as elevator halls, a Passive Infrared (PIR) sensor is used together with the lighting, but as it lacks accuracy, people often are left in the dark after a few minutes. Another factor that deteriorates energy efficiency is that these sensors are seldom connected to a network, limiting the application scenarios to simple tasks, such as controlling lamps. The same data could be used to improve other services such as adjusting the temperature of an air conditioner, which usually has a high impact on energy costs in countries with warm weather. In the present dissertation a wireless device capable of counting people in a room is implemented using Infrared (IR) Light Emitting Diode (LED)s. The implemented device is analyzed regarding energy consumption, cost, error count and installation time. It is also compared to other existing solutions. An architecture for interfacing this device with the Internet of Things (IoT) is provided as well as some of its applications in real scenarios. The results show that the architecture provided as well as the device implemented are useful in the presented scenarios, presenting a distance range of up to 30cm, a false negatives percentual error around 4% and an energy consumption of 1.519W.CNPqSaber se um cômodo está ocupado ou não é crucial para melhorar a eficiência de energia elétrica. Por exemplo, se um quarto está desocupado, geralmente, não há necessidade de as lâmpadas estarem ligadas. Geralmente, em ambientes pequenos como em halls de elevador, um sensor Infravermelho Passivo (PIR) é usado em conjunto com as lâmpadas, mas como estes sensores não são precisos, as pessoas são frequentemente deixadas no escuro após alguns minutos. Outro fator que prejudica a eficiência energética é que raramente estes sensores estão conectados a uma rede, limitando os cenários de aplicação a tarefas simples, como controlar lâmpadas, enquanto os dados do sensor poderiam ser utilizados para melhorar outros serviços, como ajustar a temperatura de um aparelho de ar condicionado, que geralmente tem um alto impacto nas contas de energia, em países quentes. Nesta dissertação, um dispositivo sem fio capaz de contar pessoas em um quarto é implementado utilizando Diodos Emissores de Luz (LED)s Infravermelhos (IR). O dispositivo implementado é analisado nos seguintes aspectos: consumo de energia, custo, contagem de erros e tempo de instalação. Este também é comparado a outras soluções existentes. Uma arquitetura para fazer a interface entre este dispositivo e a Internet das Coisas (IoT) é fornecida, assim como alguns cenários em que esta pode ser aplicada. Os resultados mostram que a arquitetura, assim como o dispositivo implementado são úteis nos cenários apresentados, apresentando um alcance de 30cm, um percentual de erros do tipo falso negativo da ordem de 4% e um consumo de energia de 1.519W.engUniversidade Federal de PernambucoPrograma de Pos Graduacao em Ciencia da ComputacaoUFPEBrasilAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessRedes de computadoresInternet das coisasAn IOT architecture for counting peopleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesismestradoreponame:Repositório Institucional da UFPEinstname:Universidade Federal de Pernambuco (UFPE)instacron:UFPETHUMBNAILDISSERTAÇÃO Léo Happ Botler.pdf.jpgDISSERTAÇÃO Léo Happ Botler.pdf.jpgGenerated Thumbnailimage/jpeg1235https://repositorio.ufpe.br/bitstream/123456789/25234/6/DISSERTA%c3%87%c3%83O%20L%c3%a9o%20Happ%20Botler.pdf.jpga1c1e71f7b3cfa12a0bb2ae167e8f9fbMD56ORIGINALDISSERTAÇÃO Léo Happ Botler.pdfDISSERTAÇÃO Léo Happ Botler.pdfapplication/pdf11089344https://repositorio.ufpe.br/bitstream/123456789/25234/1/DISSERTA%c3%87%c3%83O%20L%c3%a9o%20Happ%20Botler.pdf86a0a174c2ae1305daee53b383a906dbMD51LICENSElicense.txtlicense.txttext/plain; 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dc.title.pt_BR.fl_str_mv An IOT architecture for counting people
title An IOT architecture for counting people
spellingShingle An IOT architecture for counting people
BOTLER, Léo Happ
Redes de computadores
Internet das coisas
title_short An IOT architecture for counting people
title_full An IOT architecture for counting people
title_fullStr An IOT architecture for counting people
title_full_unstemmed An IOT architecture for counting people
title_sort An IOT architecture for counting people
author BOTLER, Léo Happ
author_facet BOTLER, Léo Happ
author_role author
dc.contributor.authorLattes.pt_BR.fl_str_mv http://lattes.cnpq.br/7598544284754604
dc.contributor.advisorLattes.pt_BR.fl_str_mv http://lattes.cnpq.br/7532050172035129
dc.contributor.author.fl_str_mv BOTLER, Léo Happ
dc.contributor.advisor1.fl_str_mv KELNER, Judith
dc.contributor.advisor-co1.fl_str_mv SADOK, Djamel Fawzi Hadj
contributor_str_mv KELNER, Judith
SADOK, Djamel Fawzi Hadj
dc.subject.por.fl_str_mv Redes de computadores
Internet das coisas
topic Redes de computadores
Internet das coisas
description Knowing whether a room is occupied or not is crucial for improving electrical energy efficiency. For instance, if a given room is empty there is usually no need for the lights to be turned on. Usually in small spaces such as elevator halls, a Passive Infrared (PIR) sensor is used together with the lighting, but as it lacks accuracy, people often are left in the dark after a few minutes. Another factor that deteriorates energy efficiency is that these sensors are seldom connected to a network, limiting the application scenarios to simple tasks, such as controlling lamps. The same data could be used to improve other services such as adjusting the temperature of an air conditioner, which usually has a high impact on energy costs in countries with warm weather. In the present dissertation a wireless device capable of counting people in a room is implemented using Infrared (IR) Light Emitting Diode (LED)s. The implemented device is analyzed regarding energy consumption, cost, error count and installation time. It is also compared to other existing solutions. An architecture for interfacing this device with the Internet of Things (IoT) is provided as well as some of its applications in real scenarios. The results show that the architecture provided as well as the device implemented are useful in the presented scenarios, presenting a distance range of up to 30cm, a false negatives percentual error around 4% and an energy consumption of 1.519W.
publishDate 2017
dc.date.issued.fl_str_mv 2017-03-02
dc.date.accessioned.fl_str_mv 2018-07-27T16:56:44Z
dc.date.available.fl_str_mv 2018-07-27T16:56:44Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.language.iso.fl_str_mv eng
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rights_invalid_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
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dc.publisher.none.fl_str_mv Universidade Federal de Pernambuco
dc.publisher.program.fl_str_mv Programa de Pos Graduacao em Ciencia da Computacao
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