Open Access Open Access  Restricted Access Subscription or Fee Access

A Conventional IoT Architecture: Precision Agriculture as Domain of Application


(*) Corresponding author


Authors' affiliations


DOI: https://doi.org/10.15866/irea.v11i6.23522

Abstract


Agriculture is confronting many challenges, from climate change to the considerable decreasing of the natural resources. In order to limit the impact of these challenges and ensure food sufficiency for the global growing population, precision agriculture is defined as one of sustainable solutions. This solution manages the whole agricultural cycle and it is based mainly on the use of information technologies. It ensures precision in the applied treatments, quantities and in time. By taking into account the nature of the agricultural field, this paper is interested in wireless technologies, more precisely, in IoT. In fact, many architectures and implementations have been proposed in this context, which can cause issues in scalability and interoperability. Thus, the principal aim of this paper is to define a conventional IoT architecture that can be used for precision agriculture.
Copyright © 2023 Praise Worthy Prize - All rights reserved.

Keywords


IoT; Conventional Architecture; ITU-T; ISO/IEC 30141; Precision Agriculture

Full Text:

PDF


References


K. Lechqar and M. and Errais, Crop Recommendation in the Context of Precision Agriculture, in Advances on Intelligent Computing and Data Science, 2023, pp. 523-532.
https://doi.org/10.1007/978-3-031-36258-3_46

A. Srivastava and D. K. Das, A Comprehensive Review on the Application of Internet of Thing (IoT) in Smart Agriculture, vol. 122, no. 2. Springer US, 2022.
https://doi.org/10.1007/s11277-021-08970-7

R. Akhter and S. A. Sofi, Precision agriculture using IoT data analytics and machine learning, J. King Saud Univ. - Comput. Inf. Sci., vol. 34, no. 8, pp. 5602-5618, 2022.
https://doi.org/10.1016/j.jksuci.2021.05.013

K. N. Mishra, S. Kumar, and N. R. Patel, Survey on internet of things and its application in agriculture, J. Phys. Conf. Ser., vol. 1714, no. 1, 2021.
https://doi.org/10.1088/1742-6596/1714/1/012025

W. Rafique, L. Qi, I. Yaqoob, M. Imran, R. U. Rasool, and W. Dou, Complementing IoT Services through Software Defined Networking and Edge Computing: A Comprehensive Survey, IEEE Commun. Surv. Tutorials, vol. 22, no. 3, pp. 1761-1804, 2020.
https://doi.org/10.1109/COMST.2020.2997475

D. Xie, L. Chen, L. Liu, L. Chen, and H. Wang, Actuators and Sensors for Application in Agricultural Robots: A Review, Machines, vol. 10, no. 10, 2022.
https://doi.org/10.3390/machines10100913

M. K. A. and S. W. K. Yousaf Bin Zikria, Rashid Ali, Next-Generation Internet of Things (IoT): Opportunities, Challenges, and Solutions, Sensors 2021, pp. 1-7, 2021, [Online].

Nahit Pawar, On Interoperability and Network Architecture Bottom-Up Heterogeneity Control in Internet of Things, Institut Polytechnique de Pris, 2021.

T. Domínguez-Bolaño, O. Campos, V. Barral, C. J. Escudero, and J. A. García-Naya, An overview of IoT architectures, technologies, and existing open-source projects, Internet of Things (Netherlands), vol. 20, 2022.
https://doi.org/10.1016/j.iot.2022.100626

P. Placidi, R. Morbidelli, D. Fortunati, N. Papini, F. Gobbi, and A. Scorzoni, Monitoring soil and ambient parameters in the iot precision agriculture scenario: An original modeling approach dedicated to low-cost soil water content sensors, Sensors, vol. 21, no. 15, 2021.
https://doi.org/10.3390/s21155110

X. Feng, F. Yan, and X. Liu, Study of Wireless Communication Technologies on Internet of Things for Precision Agriculture, Wirel. Pers. Commun., vol. 108, no. 3, pp. 1785-1802, 2019.
https://doi.org/10.1007/s11277-019-06496-7

Y. Mekonnen, S. Namuduri, L. Burton, A. Sarwat, and S. Bhansali, Review-Machine Learning Techniques in Wireless Sensor Network Based Precision Agriculture, J. Electrochem. Soc., vol. 167, no. 3, p. 037522, 2020.
https://doi.org/10.1149/2.0222003JES

V. K. Quy et al., IoT-Enabled Smart Agriculture: Architecture, Applications, and Challenges, Appl. Sci., vol. 12, no. 7, 2022.
https://doi.org/10.3390/app12073396

J. Xu, B. Gu, and G. Tian, Review of agricultural IoT technology, Artif. Intell. Agric., vol. 6, pp. 10-22, 2022.
https://doi.org/10.1016/j.aiia.2022.01.001

F. A. Almalki, B. O. Soufiene, S. H. Alsamhi, and H. Sakli, A low-cost platform for environmental smart farming monitoring system based on iot and uavs, Sustain., vol. 13, no. 11, 2021.
https://doi.org/10.3390/su13115908

R. Abbasi, P. Martinez, and R. Ahmad, The digitization of agricultural industry - a systematic literature review on agriculture 4.0, Smart Agric. Technol., vol. 2, no. February, p. 100042, 2022.
https://doi.org/10.1016/j.atech.2022.100042

A. Triantafyllou, P. Sarigiannidis, and S. Bibi, Precision agriculture: A remote sensing monitoring system architecture, Inf., vol. 10, no. 11, 2019.
https://doi.org/10.3390/info10110348

M. A. J. Jamali, A. Heidari, P. Allahverdizadeh, F. Norouzi, and B. Bahrami, IoT Architecture, EAI/Springer Innov. Commun. Comput., pp. 9-31, 2020.
https://doi.org/10.1007/978-3-030-18468-1_2

A. H. Mohd Aman, E. Yadegaridehkordi, Z. S. Attarbashi, R. Hassan, and Y. J. Park, A Survey on Trend and Classification of Internet of Things Reviews, IEEE Access, vol. 8, pp. 111763-111782, 2020.
https://doi.org/10.1109/ACCESS.2020.3002932

Union Internationale des Télécommunications, Y.2060: General overview of the Internet of Things, 2012. Accessed: Oct. 18, 2023. [Online].
Available: https://www.itu.int/rec/T-REC-Y.2060-201206-I/fr

International telecommunication union, Recommendation Y.4450/Y.2238 (06/15), 2015. (accessed Oct. 18, 2023).
https://www.itu.int/rec/T-REC-Y.2238-201506-I/en

INTERNATIONAL and STANDARD, Internet of Things (IoT) - Reference architecture, 2018. (accessed Oct. 18, 2023).
https://www.iso.org/fr/standard/65695.html

A. Gavioli, E. G. de Souza, C. L. Bazzi, K. Schenatto, and N. M. Betzek, Identification of management zones in precision agriculture: An evaluation of alternative cluster analysis methods, Biosyst. Eng., vol. 181, pp. 86-102, 2019.
https://doi.org/10.1016/j.biosystemseng.2019.02.019

X. Shi et al., State-of-the-art internet of things in protected agriculture, Sensors (Switzerland), vol. 19, no. 8, 2019.
https://doi.org/10.3390/s19081833

A. Khanna and S. Kaur, Evolution of Internet of Things (IoT) and its significant impact in the field of Precision Agriculture, Comput. Electron. Agric., vol. 157, no. January, pp. 218-231, 2019.
https://doi.org/10.1016/j.compag.2018.12.039

J. Zuo et al., RFID-based sensing in smart packaging for food applications: A review, Futur. Foods, vol. 6, no. October, p. 100198, 2022.
https://doi.org/10.1016/j.fufo.2022.100198

S. Suresh and G. Chakaravarthi, RFID technology and its diverse applications: A brief exposition with a proposed Machine Learning approach, Meas. J. Int. Meas. Confed., vol. 195, no. April, p. 111197, 2022.
https://doi.org/10.1016/j.measurement.2022.111197

N. Chamara, M. D. Islam, G. (Frank) Bai, Y. Shi, and Y. Ge, Ag-IoT for crop and environment monitoring: Past, present, and future, Agric. Syst., vol. 203, no. July, p. 103497, 2022.
https://doi.org/10.1016/j.agsy.2022.103497

L. Ahmad and S. S. Mahdi, Variable Rate Technology and Variable Rate Application, Satell. Farming, pp. 67-80, 2018.
https://doi.org/10.1007/978-3-030-03448-1_5

A. Khanna and S. Kaur, Evolution of Internet of Things (IoT) and its significant impact in the field of Precision Agriculture, Comput. Electron. Agric., vol. 157, no. November 2018, pp. 218-231, 2019.
https://doi.org/10.1016/j.compag.2018.12.039

J. D. S. Giovanni Perrone, Massimo Vecchio, and V. K. Fabio Antonelli, The Internet of things: a survey and outlook, in Sensors in the Age of the Internet of Things, no. June, 2019, pp. 1-320.
https://doi.org/10.1049/PBCE122E_ch1

Angrisani, L., Bonavolontà, F., Dassi, C., Liccardo, A., Schiano Lo Moriello, R., Tocchi, A., On the Suitability of Compressive Sampling for LoRa Signals Classification, (2020) International Review of Electrical Engineering (IREE), 15 (3), pp. 187-198.
https://doi.org/10.15866/iree.v15i3.18129

Youssef, A., El Khoreby, M., Issa, H., Abdellatif, A., Brief Survey on Industry 4.0 Warehouse Management Systems, (2022) International Review on Modelling and Simulations (IREMOS), 15 (5), pp. 340-350.
https://doi.org/10.15866/iremos.v15i5.22923

Daraghma, R., Evaluating Narrowband Internet of Things Suitability for Wireless Sensor Networks, (2023) International Review on Modelling and Simulations (IREMOS), 16 (5), pp. 345-351.
https://doi.org/10.15866/iremos.v16i5.22754

Mohamed, K., El Shenawy, A., A Smart IoT-Based Home Automation System for Controlling and Monitoring Home Appliances, (2023) International Review of Automatic Control (IREACO), 16 (5), pp. 228-237.
https://doi.org/10.15866/ireaco.v16i5.23872

Amusan, L., Aigbavboa, C., Ebitimi, V., Influence of Industry 4.0 Applications and Development of Internet of Things (IoT)-Based Logic Framework in Energy Management Systems in Buildings, (2023) International Review of Civil Engineering (IRECE), 14 (5), pp. 425-440.
https://doi.org/10.15866/irece.v14i5.22108

Bendoukha, S., Al-Ali, R., Karunamurthy, J., Ghaoud, T., Alkharrat, M., Link Margin Assessment for CubeSat Using Long Range Communication System, (2022) International Review of Aerospace Engineering (IREASE), 15 (4), pp. 215-223.
https://doi.org/10.15866/irease.v15i4.21970


Refbacks

  • There are currently no refbacks.


Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2024 Praise Worthy Prize