Architecture of Distributed Sensor System for Automated Greenhouse Complex

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Agriculture Digitalization and Organic Production

Abstract

This paper deals with the problem of automating a distributed sensor system in a greenhouse complex. When solving this problem, attention should be paid to a number of factors: stability of the entire system under different conditions, ease of deployment, energy efficiency, cost, scalability, monitoring the state of the system, etc. To solve the problem under consideration, a configurable decentralized system was implemented with a heterogeneous network of star topology. In the proposed architecture, the network consists of three layers. The connection between the first and the second level is organized using Wi-Fi technology, and between the second and third levels—using LoRa technology, with an add-on developed for it that minimizes the amount of transmitted data and organizes the reliability of data transmission. For scalability and simplification of the system installation, a system for configuring nodes was developed, and for the convenience of organizing data storage and replacing faulty modules, unique identifiers assigned by the server are used. According to the proposed solution, a prototype of the system was implemented used to analyze its capabilities. During operation, it showed that the system complies with the requirements put forward for it, and showed the following transmitter settings, which should be paid attention to in case of a large scale up of the system in a confined space: radio frequency, spreading factor, and bandwidth modulation.

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References

  1. Oliveira, J., Boaventura-Cunha, J., Oliveira, P.M.: Automation and control in greenhouses: state-of-the-art and future trends. In: CONTROLO 2016, pp. 597–606. Springer, Cham (2017)

    Google Scholar 

  2. Sivagami, A., Hareeshvare, U., Maheshwar, S., Venkatachalapathy, V.S.K.: Automated irrigation system for greenhouse monitoring. J. Inst. Eng. (India) Ser. A 99(2), 183–191 (2018)

    Google Scholar 

  3. Cosman, S.I., Bilatiu, C.A., Marţiş, C.S.: Development of an automated system to monitor and control a greenhouse. In: 2019 15th International Conference on Engineering of Modern Electric Systems (EMES), pp. 1–4. IEEE (2019)

    Google Scholar 

  4. Akkaş, M.A., Sokullu, R.: An IoT-based greenhouse monitoring system with Micaz motes. Procedia Comput. Sci. 113, 603–608 (2017)

    Article  Google Scholar 

  5. Li, Z., Wang, J., Higgs, R., Zhou, L., Yuan, W.: Design of an intelligent management system for agricultural greenhouses based on the internet of things. In: 2017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), vol. 2, pp. 154–160. IEEE (2017)

    Google Scholar 

  6. Raj, J.S., Ananthi, J.V.: Automation using IoT in greenhouse environment. J. Inf. Technol. 1(01), 38–47 (2019)

    Google Scholar 

  7. Shah, N.P., Bhatt, P.: Greenhouse automation and monitoring system design and implementation. Int. J. Adv. Res. Comput. Sci. 8(9), 468–471 (2017)

    Article  Google Scholar 

  8. Shamshiri, R., Kalantari, F., Ting, K.C., Thorp, K.R., Hameed, I.A., Weltzien, C., Ahmad, D., Shad, Z.M., Shad, Z.M.: Advances in greenhouse automation and controlled environment agriculture: a transition to plant factories and urban agriculture (2018)

    Google Scholar 

  9. Denisov, A., Saveliev, A.: Comparative analysis of wireless data exchange technologies for IoT-system realization. Inf. Technol. Syst. 422–429 (2018)

    Google Scholar 

  10. Denisov, A.V.: Development of a recommender system for parameter calculation in wireless network of sensor devices. Model. Optim. Inf. Technol. 7(4) (2019). https://doi.org/10.26102/2310-6018/2019.27.4.025 (in Russ.)

  11. Standardization, I. ISO/IEC 7498-1: 1994 information technology–open systems interconnection–basic reference model: the basic model. International Standard ISOIEC, 74981, 59 (1996)

    Google Scholar 

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Vinogradov, M., Kan, I., Vatamaniuk, I. (2022). Architecture of Distributed Sensor System for Automated Greenhouse Complex. In: Ronzhin, A., Berns, K., Kostyaev, A. (eds) Agriculture Digitalization and Organic Production . Smart Innovation, Systems and Technologies, vol 245. Springer, Singapore. https://doi.org/10.1007/978-981-16-3349-2_26

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