A Novel Algorithm Based on LoRa Technology for Open-Field and Protected Agriculture Smart Irrigation System

Mohammed, Thabit Sultan; Khan, Omer F.; Al-Bazi, Ammar

doi:10.1109/menacomm46666.2019.8988583

Cited by 5 publications

(6 citation statements)

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“…Various protocols have been utilized to establish M2G communication, including 1) standard protocols such as Zigbee [77,[129][130][131][132][133][134][135], Bluetooth [136][137][138], Wi-Fi [89,90,[139][140][141], cellular network [110, 129-131, 133, 142], and Radio-frequency identification (RFID) [95,121,[143][144][145][146], 2) Low Power Wide Area Networks (LPWAN) such as LORA [147][148][149][150][151][152][153][154][155], NB-IoT [156,157] and Sigfox [99,158,159].…”

Section: ) M2g Communication Protocolsmentioning

confidence: 99%

Technologies Driving the Shift to Smart Farming: A Review

Elbeheiry

Balog

2023

IEEE Sensors J.

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As today's agriculture industry is facing numerous challenges, including climate changes, encroachment of the urban environment and lack of qualified farmers, there is a need for new practices to ensure sustainable agriculture and food supply. Consequently, there is an emphasis on upgrading the farming practices by shifting towards Smart Farming (SF) -utilizing advanced information and communication technologies to improve the quantity and quality of the crop with minimal labor interference. SF has gained lots of interest in recent years utilizing a variety of technological innovations in the field, which imposes a challenge on farmers and technology integrators to identify the suitable technologies and best practices for a particular application. This paper provides a survey of the most recent SF scientific literature to identify common practices toward technology integration, challenges, and solutions. The survey was conducted on 588 papers published on the IEEE database following Cochrane methods to ensure appropriate analysis and interpretation of results. The papers' contributions were analyzed to identify necessary technologies that constitute SF, and consequently, research themes were identified. The identified themes are sensors, communication, big data, actuators and machines, and data analysis. Besides presenting an in-depth analysis of each identified theme, the paper discusses integrating more than one technology in systems to achieve independency. The most common SF systems are remote monitoring, autonomous, and intelligent decision-making systems.

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Section: ) M2g Communication Protocolsmentioning

confidence: 99%

Technologies Driving the Shift to Smart Farming: A Review

Elbeheiry

Balog

2023

IEEE Sensors J.

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“…Se entiende que un sistema de riego automatizado es la combinación de hardware y software, tiene como objetivo optimizar el proceso de regadío según las condiciones y especificaciones del cultivo, siendo utilizado en lugares en donde la falta de agua perjudica el correcto crecimiento y producción de los cultivos (Singhal et al, 2019). El hardware utilizado en los últimos años se describen como sensores de tipo Arduino de temperatura y humedad (Kodali & Sarjerao, 2017), también se utiliza herramientas con tecnología LoRa (Mohammed et al, 2019), además utilizan bombas de agua, electricidad o paneles solares (Reghukumar & Vijayakumar, 2019;Waleed et al, 2019), que pueden ser implementados mediante IoT (Shrivastava & Rajesh, 2018;Wakhare et al, 2020), Machine Learning (Divya Dhatri et al, 2019Mekonnen et al, 2019), entre otros. Respecto al tipo de riego automatizado se distinguen dos tipos; Riego por goteo y Riego por aspersión.…”

Section: Sistema De Riego Automatizadounclassified

“…En este contexto el riego automatizado aparece como la mejor opción (Nageswara Rao & Sridhar, 2018), funciona mediante maquinarias que permiten la automatización del proceso y disminuyen la carga laboral de los agricultores (Rani et al, 2019), es importante debido al impacto generado en el sector (Vijay et al, 2020). Los sistemas de riego automatizado son necesarios para garantizar una buena productividad y seguridad alimenticia (Abioye et al, 2020), para su realización se utilizan diferentes tecnologías, tales como: sensores (Waleed et al, 2019), IoT (Mulenga et al, 2018;Padalalu et al, 2017), Machine Learning , LoRa (Mohammed et al, 2019), entre otros, este estudio busca determinar los principales métodos, técnicas y tecnologías que se utilizan en su construcción para ello se realiza una revisión sistemática de literatura utilizando las bases de datos de Science Direct e IEEE Xplore, se obtuvieron 54 artículos referentes al tema, se realiza el análisis correspondiente identificando además problemas y factores a tomar en cuenta para su construcción.…”

Section: Introductionunclassified

Una revisión de procesos de implementación para sistemas de riego automatizado

Carrasco¹,

Ygnacio²

2022

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La agricultura es un pilar fundamental en la economía de muchos países, para lograrlo se debe tener en cuenta la inversión en tecnología y los factores que hacen posible su desarrollo. Los sistemas de riego automatizado facilitan la labor de los agricultores, mejorando la economía y el estilo de vida de las personas. El objetivo del presente trabajo es determinar las tecnologías y técnicas más importantes a ser utilizados para la construcción de sistemas de riego automatizado, para ello se realiza una revisión sistemática de literatura utilizando el método SALSA que describe el proceso en cinco pasos, se utilizó las bases de datos IEEE Xplore y Science Direct, se hizo el análisis cuantitativo de la muestra seleccionada, identificando las técnicas y tecnologías más utilizadas en estos procesos, además se determinó la problemática existente a partir de un análisis cualitativo, identificándose factores que deben ser tomados en cuenta en estas implementaciones.

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“…A well-known example is longrange radio (LoRa), which allows very low energy consumption and long life (i.e., 10 years with battery), low cost, wide coverage and large networks (52,000 devices/channel/cell). This is why LoRa is being used extensively in IoT applications in all fields, including PA [19,[24][25][26][27][28][29][30][31][32]. However, there are numerous WSN deployments in PA that use 802.11 wireless fidelity (Wi-Fi) [18,[33][34][35][36][37][38].…”

Section: Introductionmentioning

confidence: 99%

“…In particular, using Wi-Fi allows us to take advantage of an infrastructure that already exists in several installations, it is easy to use and the development of the nodes can be very cheap due to its widespread integration in conventional microcontrollers. In technologies such as LoRa, the chips are licensed by a unique company (Semtech Corporation, Camarillo, CA, USA) and they are subjected to Intellectual property [29,40,41]. In addition, Wi-Fi enables the integration of very heterogeneous equipment and sensors.…”

Section: Introductionmentioning

confidence: 99%

High-Density Wi-Fi Based Sensor Network for Efficient Irrigation Management in Precision Agriculture

et al. 2021

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The application of deficit irrigation techniques is essential in arid or semi-arid areas of the southeast of Spain, where water is a scarce and very costly resource. However, to apply these techniques, it is necessary to carry out preliminary tests on the specific crop in order to develop the models that allow the optimization of water use while achieving acceptable yields. The system proposed in this article demonstrates the feasibility of using wireless technologies available in most facilities (Wireless Fidelity) to deploy a high-density network of nodes with a variety of heterogeneous sensors to collect data from the soil, plant, and atmosphere. The data are sent and stored in a cloud server for real-time visualization from any mobile device and further analysis. The nodes have been developed using low-cost processors and are equipped with batteries and solar panels, allowing their autonomy to be virtually unlimited, as shown by the consumption studies and tests carried out.

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A Novel Algorithm Based on LoRa Technology for Open-Field and Protected Agriculture Smart Irrigation System

Abstract: This document is the author's post-print version, incorporating any revisions agreed during the peer-review process. Some differences between the published version and this version may remain and you are advised to consult the published version if you wish to cite from it.

Cited by 5 publications

References 7 publications

Technologies Driving the Shift to Smart Farming: A Review

Technologies Driving the Shift to Smart Farming: A Review

Una revisión de procesos de implementación para sistemas de riego automatizado

High-Density Wi-Fi Based Sensor Network for Efficient Irrigation Management in Precision Agriculture

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