Experiences in building an IoT infrastructure for agriculture education

Gunasekera, Kutila; Borrero, Armando Navas; Vasuian, Fabian; Bryceson, Kim P.

doi:10.1016/j.procs.2018.08.161

Cited by 35 publications

(10 citation statements)

References 4 publications

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“…De acordo com Gunasekera (2018), que construiu uma infraestrutura de IoT para a produção agrícola o propósito principal da IoT para o contexto da área rural é atuar como um hub que vincula dispositivos de sensores heterogêneos e dados deles a várias aplicações. Como tal, deve: poder receber dados de sensores heterogêneos e armazená-los em um formato flexível, fornecer mecanismos para criar aplicativos que utilizem dados em tempo real e históricos, ser robusto e escalável (à medida que aumenta o número de dispositivos, o volume de dados e o uso de aplicativos), ser implantável no local (em vez de ser um serviço baseado em nuvem), fornecer recursos de gerenciamento de dispositivos de sensor (ou seja, manter um registro de sensores e ter a capacidade de enviar comandos para dispositivos) e ter o apoio de uma comunidade ou fornecedor ativo.…”

Section: Automatização De Processos Da Produção Rural Baseada Em Iot unclassified

Projeto e implementação de um gateway de internet das coisas (IoT) para otimização e monitoramento de processos do agronegócio

Santos

Sandmann

Souza

et al. 2020

BJD

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Section: Automatização De Processos Da Produção Rural Baseada Em Iot unclassified

Projeto e implementação de um gateway de internet das coisas (IoT) para otimização e monitoramento de processos do agronegócio

Santos

Sandmann

Souza

et al. 2020

BJD

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“…These things that are correlated with the internet make them smart [1]. Unparalleled opportunities are created by the IoT in verticals, namely agriculture, healthcare, industry, along with home automation and also they are quickly spreading [2]. After becoming a part of the IoT, the WSN's potentiality will be completely unleashed [3].…”

Section: Introductionmentioning

confidence: 99%

An Energy Efficient and Bandwidth Aware Optimal Routing for IoT in Agriculture

Jain

Chauhan

Jain

2021

Preprint

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The agriculture that is enabled with the Internet of Things (IoT) in addition to Wireless Sensors Networks (WSN) can aid the farmers in monitoring their product along with conditions in real-time. The indispensable issues that one has to confront with WSN are Energy-saving along with effective bandwidth usage. Lately, for the amelioration of network stability together with lifetime, disparate cluster-centered solutions are modeled. Nevertheless, most techniques are merely modeled in an energy-aware manner and utilize merely a distance parameter aimed at the data communication. It is imperative for satisfying the bandwidth use of IoT. Here, a cluster-centered energy as well as bandwidth aware routing model is proposed for agriculture data on IoT-centered WSN. Optimal Clusters Head (CH) selection as well as clustering is performed on the WSN for carrying out cluster-centered Data Aggregation (DA). The novel chaos mapping and Opposition centered Learning Grasshopper Optimization Algorithm (CO2GA) chooses the collection of CH as of agricultural Sensor Nodes (SN). Next, centered upon the distance betwixt the chosen CH and SN, the clusters are generated. The clusters share the data to their CH, and the Chaos key generated Advanced Encryption Standard with Rivest–Shamir–Adleman (CKAES-RSA) algorithm encrypt the aggregated data of CH. Lastly, the encrypted data of IoT data are shared with the Base Stations (BS) or Sink Node (Sn) by means of the optimal routing. Aimed at Optimal Route Selection (ORS), the paper utilizes a Deep Learning (DL) approach, explicitly crossover and mutation-based optimal Multi-Layer Perceptrons (CM-OMLP), which computes the fitness of hidden layer by regarding energy, bandwidth, trust, delay, along with congestion level. The proposed encryption and routing mechanism’s results are weighted against the first-rate techniques. The proposed work achieves the highest level of security aimed at the IoT data and fulfills the QoS requirements regarding packet delivery, throughput, delay, along with Network LifeTimes (NLT).

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“…There have been many IoT-based studies in this field, as reviewed in Table 1. (1)(2)(3)(4)(5)(6)(7) In recent years, low-cost IoT systems (8,9) have been used for detection systems including for gas detection and environment monitoring. (10)(11)(12) In addition, the low-cost ESP8266 Wi-Fi module has been used by many researchers in their IoT systems, (13)(14)(15) in which the accuracy and long-term working modes of the sensors and Wi-Fi module have been demonstrated.…”

Section: Introductionmentioning

confidence: 99%

Cost-effective Evaluation, Monitoring, and Warning System for Water Quality based on Internet of Things

Truong¹

2021

Sensors and Materials

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This paper proposes an evaluating, monitoring, and warning system for water quality for taking care of fish that includes an Arduino Mega2560 board and a sensor system with wireless communication technologies based on IoT technology. Not only the temperature but also the pH and dissolved oxygen (DO) content of water are acquired through the Arduino Mega2560 board. These measurement data are transferred to the server through ESP8266 and SIM800A modules integrated on the board. The stored temperature, pH, and DO values are displayed on a ThingSpeak server. Furthermore, the fault detection of water quality under real working conditions is handled and displayed on the platform or a cellphone-based web service and short messaging service (SMS). The accuracy and reliability of the system for the functions of monitoring, evaluation, and fault detection were demonstrated. Compared with established systems, the proposed system has the advantages of (1) reduced cable use for the monitoring system, (2) a warning system via a cellphone-based SMS cellphone or web service, (3) costeffectiveness, and (4) portability.

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Experiences in building an IoT infrastructure for agriculture education

Cited by 35 publications

References 4 publications

Projeto e implementação de um gateway de internet das coisas (IoT) para otimização e monitoramento de processos do agronegócio

Projeto e implementação de um gateway de internet das coisas (IoT) para otimização e monitoramento de processos do agronegócio

An Energy Efficient and Bandwidth Aware Optimal Routing for IoT in Agriculture

Cost-effective Evaluation, Monitoring, and Warning System for Water Quality based on Internet of Things

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