Abstract
This paper presents the research carried out in the application of wireless sensor networks to aid agriculture and cultivation using Albania as an example. Utilisation of artificial intelligence, machine learning to aid agriculture are presented. For a primarily agricultural-based economy with rugged terrain, power availability is the biggest problem along with security. The research presents various technologies that may be applied to aid the farmer. The conclusion of the research finds that Internet-of-Things (IoT) using Long Range (LoRa) Wireless Sensor Networks (WSNs) is the most secure solution for productive and economic farming in semi-developed countries.
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Westbase.io: IoT for farming in developing countries – how can it help, 24 October 2018. https://www.westbase.io/iot-for-farming-in-developing-countries/. Accessed 21 July 2021
Lalitha, A., Suresh, B., Purnima, K.S.: Internet of Things: applications to developing country agriculture sector. Int. J. Agric. Sci. 10(20), 7410–7413 (2018). https://74.220.219.42/files/articles/10_20_21_IJAS.pdf. Accessed 21 July 2021
Madushanki, A.A.R., Halgamuge, M.N., Wirasagoda, W.A.H.S., Syed, A.: Adoption of the Internet of Things (IoT) in agriculture and smart farming towards urban greening: a review. Int. J. Adv. Comput. Sci. Appl. 10(4), 11–28 (2019). https://thesai.org/Downloads/Volume10No4/Paper_2-Adoption_of_the_Internet_of_Things.pdf. Accessed 21 July 2021
Dlodlo, N., Kalezhi, J.: The Internet of Things in agriculture for sustainable rural development. In: 2015 International Conference on Emerging Trends in Networks and Computer Communications (ETNCC), 17–20 May 2015, pp. 13–18 (2015). https://doi.org/10.1109/ETNCC.2015.7184801
https://phyto-sensor.com/img/FI-fruits.jpg. Accessed 19 July 2021
Fuller, J.R.: The 4 Stages of an IoT Architecture. TechBeacon, 26 May 2018. https://techbeacon.com/sites/default/files/4_stage_iot_solutions_architecture_0.jpeg. Accessed 19 July 2021
Stokes, P.: 4 Stages of IoT architecture explained in simple words, 5 December 2018. https://medium.datadriveninvestor.com/4-stages-of-iot-architecture-explained-in-simple-words-b2ea8b4f777f. Accessed 21 July 2021
Wu, S.-L., Tseng, Y.-C.: Wireless Ad Hoc Networking, 1st edn. Auerbach Publications/Taylor & Francis Group, New York (2007). https://doi.org/10.1201/9781420013825
https://www.mathworks.com/help/antenna/ref/coverage.html. Accessed 25 July 2021
Silva, C.: matlab-wsn-code-with-swarm-optimization-ACO-Ant-colony-optim. GitHub. https://github.com/cesarfgs/matlab-wsn-code-with-swarm-optimization-ACO-Ant-colony-optimization. Accessed 25 July 2021
Akyildiz, I.F., Levine, D., Joe, I.: A slotted CDMA protocol with BER scheduling for wireless multimedia networks. IEEE/ACM Trans. Netw. 7(2), 146–158 (1999). https://doi.org/10.1109/90.769764
Esteves, E.: On the reverse link capacity of cdma2000 high rate packet data systems. In: 2002 IEEE International Conference on Communications. Conference Proceedings. ICC 2002 (Cat. No.02CH37333), vol. 3, pp. 1823–1828 (2002). https://doi.org/10.1109/ICC.2002.997163
Prodanović, R., et al.: Wireless sensor network in agriculture: model of cyber security. Sensors (Basel, Switzerland) 20(23), 6747 (2020). https://doi.org/10.3390/s20236747. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7728362/. Accessed 21 July 2021
Girard, P.: Low Power Wide Area Networks Security, 9 December 2015. https://docbox.etsi.org/Workshop/2015/201512_M2MWORKSHOP/S04_WirelessTechnoforIoTandSecurityChallenges/GEMALTO_GIRARD.pdf. Accessed 21 July 2021
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Osmëni, T., Ali, M. (2021). LoRa IoT WSN for E-Agriculture. In: Miraz, M.H., Southall, G., Ali, M., Ware, A., Soomro, S. (eds) Emerging Technologies in Computing. iCETiC 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 395. Springer, Cham. https://doi.org/10.1007/978-3-030-90016-8_6
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