Analysis and possible improvements of the Smarteye IoT solution

Suárez Campione, Matías (2019). Analysis and possible improvements of the Smarteye IoT solution. Thesis (Master thesis), E.T.S.I. y Sistemas de Telecomunicación (UPM).

Description

Title: Analysis and possible improvements of the Smarteye IoT solution
Author/s:
  • Suárez Campione, Matías
Contributor/s:
  • Renancio Artal, Guillermo
  • Pacheco Herranz, Francisco
  • Pescador del Oso, Fernando
Item Type: Thesis (Master thesis)
Masters title: Internet of Things (MIoT)
Date: July 2019
Subjects:
Freetext Keywords: Smarteye; Gestión de datos; Agricultura inteligente
Faculty: E.T.S.I. y Sistemas de Telecomunicación (UPM)
Department: Ingeniería Telemática y Electrónica
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

Over the past two decades, the digital era has contributed to the appearance of new technologies, methodologies, devices and concepts. Internet of Things has been one of these new concepts. The combination of several technologies such as sensors, autonomous devices, wireless communications, cloud computing, big data analytics, etc. provide useful information about the monitored devices. These measurements can provide great efficiency increases and more knowledge while reducing the costs. One of the main applications of IoT is Smart Agriculture, where IoT sensors are capable of providing information about agriculture fields. This information combined with machine learning algorithms can help to make better decisions and improve the production and product quality. This master's thesis analyzes an end-to-end precision agriculture solution called Smarteye to propose some improvements and implement them. The product collects data from vineyards and transmits it to the cloud. Then, the information is processed, and a web application displays the data in real-time and suggests the best action to do depending on the measurements gathered. A small group of these enhancements have been implemented, mainly on the software side of the product. In addition, suggested upgrades reduce the product cost, the runtime, number of queries and storage memory while increases scalability, portability and availability.

More information

Item ID: 65633
DC Identifier: https://oa.upm.es/65633/
OAI Identifier: oai:oa.upm.es:65633
Deposited by: Biblioteca Universitaria Campus Sur
Deposited on: 05 Dec 2020 08:13
Last Modified: 05 Dec 2020 08:13
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