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Proposal of architecture for IoT solution for monitoring and management of plantations

2021-02-10Master thesis Open access
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datacite.subject.fosEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informáticapt_PT
dc.contributor.advisorPereira, António Manuel de Jesus
dc.contributor.authorNavarro, Emerson de Moraes
dc.date.accessioned2021-03-30T14:14:57Z
dc.date.available2021-03-30T14:14:57Z
dc.date.issued2021-02-10
dc.description.abstractThe world population growth is increasing the demand for food production. Furthermore, the reduction of the workforce in rural areas and the increase in production costs are challenges for food production nowadays. Smart farming is a farm management concept that may use Internet of Things (IoT) to overcome the current challenges of food production This work presents a systematic review of the existing literature on smart farming with IoT. The systematic review reveals an evolution in the way data are processed by IoT solutions in recent years. Traditional approaches mostly used data in a reactive manner. In contrast, recent approaches allowed the use of data to prevent crop problems and to improve the accuracy of crop diagnosis. Based on the finds of the systematic review, this work proposes an architecture of an IoT solution that enables monitoring and management of crops in real time. The proposed architecture allows the usage of big data and machine learning to process the collected data. A prototype is implemented to validate the operation of the proposed architecture and a security risk assessment of the implemented prototype is carried out. The implemented prototype successfully validates the proposed architecture. The architecture presented in this work allows the implementation of IoT solutions in different scenarios of farming, such as indoor and outdoor.pt_PT
dc.identifier.tid202688771pt_PT
dc.identifier.urihttp://hdl.handle.net/10400.8/5588
dc.language.isoengpt_PT
dc.subjectIoT technologiespt_PT
dc.subjectSmart farmingpt_PT
dc.subjectArchitecturept_PT
dc.subjectBig Datapt_PT
dc.subjectCloud computingpt_PT
dc.titleProposal of architecture for IoT solution for monitoring and management of plantationspt_PT
dc.typemaster thesis
dspace.entity.typePublication
rcaap.rightsopenAccesspt_PT
rcaap.typemasterThesispt_PT
thesis.degree.nameMestrado em Engenharia Informática - Computação Móvelpt_PT

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