Rules engine and complex event processor in the context of internet of things for precision agriculture

Mazon-Olivo, Bertha; Rojas, Dixys Hernández; Maza-Salinas, José; Pan, Alberto

doi:10.1016/j.compag.2018.09.013

Cited by 45 publications

(26 citation statements)

References 24 publications

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“…In addition, different water, temperature, irrigation, and moisture monitoring platforms have been designed [45]. (d) Architecture: Multiple IoT agricultural architecture designed to collect the data from devices/sensors and store the collected data for proper analysis [68,72,88]. (e) Application: Mobile apps provide a connection for many IoT devices and facilitate the farmer having better control over different agricultural applications.…”

Section: Selection Of Resultsmentioning

confidence: 99%

Role of IoT Technology in Agriculture: A Systematic Literature Review

et al. 2020

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The growing demand for food in terms of quality and quantity has increased the need for industrialization and intensification in the agriculture field. Internet of Things (IoT) is a highly promising technology that is offering many innovative solutions to modernize the agriculture sector. Research institutions and scientific groups are continuously working to deliver solutions and products using IoT to address different domains of agriculture. This paper presents a systematic literature review (SLR) by conducting a survey of IoT technologies and their current utilization in different application domains of the agriculture sector. The underlying SLR has been compiled by reviewing research articles published in well-reputed venues between 2006 and 2019. A total of 67 papers were carefully selected through a systematic process and classified accordingly. The primary objective of this systematic study is the collection of all relevant research on IoT agricultural applications, sensors/devices, communication protocols, and network types. Furthermore, it also discusses the main issues and challenges that are being investigated in the field of agriculture. Moreover, an IoT agriculture framework has been presented that contextualizes the representation of a wide range of current solutions in the field of agriculture. Similarly, country policies for IoT-based agriculture have also been presented. Lastly, open issues and challenges have been presented to provide the researchers promising future directions in the domain of IoT agriculture.

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Section: Selection Of Resultsmentioning

confidence: 99%

Role of IoT Technology in Agriculture: A Systematic Literature Review

et al. 2020

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“…Researchers have successfully developed new systems of wireless communication between sensors and control systems (Mazon-Olivo et al, 2018;Oliveira Junior et al, 2018). Therefore, a future improvement of the system developed in this study could be the addition of a wireless network card to the PVC supports.…”

Section: Resultsmentioning

confidence: 99%

“…The authors reported innovations in data acquisition using sensors and storage of values in clouds, basing the study on the concept of internet of things (IoT). The authors proved that electronic technology has been fostering precision agriculture (Wishkerman and Wishkerman, 2017;Santos et al, 2018;Mazon-Olivo et al, 2018;Zhou et al, 2018).…”

Section: Introductionmentioning

confidence: 99%

Development of an Electronic Controller for Lettuce Production in Greenhouses

Filho¹,

Rodrigues²,

Medeiros³

et al. 2020

Rev. Agric. Neotrop.

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The objective of this study was to develop an electronic controller for microclimate control in greenhouses, as well as to verify if the automated control system affects the productivity of two varieties of lettuce "Lactuca sativa". The control system was developed based on the Atmega 2560 and compatible transducers. An experimental field analysis was carried out over a production cycle for two lettuce varieties. The experimental results showed that the designed equipment worked according to the implemented programming algorithm. However, the ventilation, nebulization and shading actuators did not control environmental variables, due to under sizing. The irrigation process was correctly controlled throughout the experimental period. The electronic controller promoted increase in the productivity of lettuce varieties. There was increase of 28% in total fresh weight; 10% in stem diameter; 7 and 8% in height gain and average diameter, respectively.

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“…Bertha Mazon Olivo [104], focused on the problems associated with device growth and its effects on the control decisions. To address this issue, an architecture named "Rules Engine and Context Event Processor (RECEP)" is proposed for the dynamic processing of events originated in the context of IoT and PA.…”

Section: B Iot In Irrigationmentioning

confidence: 99%

Recent Developments of the Internet of Things in Agriculture: A Survey

2020

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A rise in the population has immensely increased the pressure on the agriculture sector. With the advent of technology, this decade is witnessing a shift from conventional approaches to the most advanced ones. The Internet of Things (IoT) has transformed both the quality and quantity of the agriculture sector. Hybridization of species along with the real-time monitoring of the farms paved a way for resource optimization. Scientists, research institutions, academicians, and most nations across the globe are moving towards the practice and execution of collaborative projects to explore the horizon of this field for serving mankind. The tech industry is racing to provide more optimal solutions. Inclusion of IoT, along with cloud computing, big data analytics, and wireless sensor networks can provide sufficient scope to predict, process, and analyze the situations and improve the activities in the real-time scenario. The concept of heterogeneity and interoperability of the devices by providing flexible, scalable, and durable methods, models are also opening new domains in this field. Therefore, this paper contributes towards the recent IoT technologies in the agriculture sector, along with the development of hardware and software systems. The public and private sector projects and startup's started all over the globe to provide smart and sustainable solutions in precision agriculture are also discussed. The current scenario, applications, research potential, limitations, and future aspects are briefly discussed. Based on the concepts of IoT a precision farming framework is also proposed in this article.

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Rules engine and complex event processor in the context of internet of things for precision agriculture

Cited by 45 publications

References 24 publications

Role of IoT Technology in Agriculture: A Systematic Literature Review

Role of IoT Technology in Agriculture: A Systematic Literature Review

Development of an Electronic Controller for Lettuce Production in Greenhouses

Recent Developments of the Internet of Things in Agriculture: A Survey

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