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An Architectural Framework Proposal for IoT Driven Agriculture

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Computer Networks (CN 2019)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 1039))

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Abstract

The Internet of Things is paving the way for the transition into the fourth industrial revolution with the mad rush of connecting physical devices and systems to the internet. IoT is a promising technology to drive the agricultural industry, which is the backbone for sustainable development especially in developing countries like those in Africa that are experiencing rapid population growth, stressed natural resources, reduced agricultural productivity due to climate change, and massive food wastage. In this paper, we assessed challenges in the adoption of IoT in developing countries in agriculture. We propose a cost effective, energy efficient, secure, reliable and heterogeneous (independent of the IoT protocol) three layer architecture for IoT driven agriculture. The first layer consists of IoT devices and it is made up of IoT driven agriculture systems such as smart poultry, smart irrigation, theft detection, pest detection, crop monitoring, food preservation, and food supply chain systems. The IoT devices are connected to the gateways by low power LoRaWAN network. The gateways and local processing servers co-located with the gateways create the second layer. The cloud layer is the third layer, which exploits the open source FIWARE platform to provide a set of public and free-to-use API specifications that come along with open source reference implementations.

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References

  1. Kirichek, R., Pham, V.-D., Kolechkin, A., Al-Bahri, M., Paramonov, A.: Transfer of multimedia data via LoRa. In: Galinina, O., Andreev, S., Balandin, S., Koucheryavy, Y. (eds.) NEW2AN/ruSMART/NsCC -2017. LNCS, vol. 10531, pp. 708–720. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-67380-6_67

    Chapter  Google Scholar 

  2. Domanska, J., Gelenbe, E., Czachorski, T., Drosou, A., Tzovaras, D.: Research and innovation action for the security of the Internet of Things: the SerIoT project. In: Gelenbe, E., et al. (eds.) Euro-CYBERSEC 2018. CCIS, vol. 821, pp. 101–118. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-95189-8_10

    Chapter  Google Scholar 

  3. Ivan, T., Trikos, M., Navarro-Hellín, H., Lalović, K.: FIWARE: a web of things development platform. Mil. Tech. Courier 66(4) (2018)

    Google Scholar 

  4. López-Riquelme, J., Pavø’n-Pulido, N., Navarro-Hellín, H., Soto-Valles, F.: A software architecture based on FIWARE cloud for Precision Agriculture. Agric. Water Manag. 183, 123–135 (2016)

    Article  Google Scholar 

  5. Rampérez, V., Soriano, J., Lizcano, D.: A multidomain standards-based fog computing architecture. Hindawi Wireless Communications and Mobile Computing Volume. Wiley (2018)

    Google Scholar 

  6. Salhofer, P.: Evaluating the FIWARE platform: a case-study on implementing smart application with FIWARE. In: Proceedings of the 51st Hawaii International Conference on System Sciences (2018)

    Google Scholar 

  7. Soto, V.E.A.: Performance evaluation of scalable and distributed IoT platforms for smart regions, Master’s degree thesis (2017)

    Google Scholar 

  8. Mohammed, A.F.: Security issues in IoT. IJSRSET 3 (2017)

    Google Scholar 

  9. Ismail, N.: The security challenges with the Internet of Things, the information age. https://www.information-age.com/internet-things-security-crisis-123470475/. Accessed 29 Aug 2018

  10. Chetty, M., Goodman, S., Cole, K., LaRosa, C., Rietta, F., Schmitt, D.: Cybersecurity in Africa: An Assessment, Sam Nunn School of International Affairs Georgia Institute of Technology Atlanta, GA US (2008)

    Google Scholar 

  11. Ishengoma, F., Athuman, M.: Internet of Things to improve agriculture in Sub Sahara Africa - a case study. Int. J. Adv. Sci. Res. Eng. 4(6), 8–11 (2018)

    Google Scholar 

  12. Dlodlo, N., Kalezhi, J.: The Internet of Things in Agriculture for Sustainable Rural Development. IEEE (2015). https://doi.org/10.1109/ETNCC.2015.7184801. https://www.researchgate.net/publication/277713549. Accessed 31 Dec 2018

  13. Atayero, A., Oluwatobi, S., Alege, P.O.: An assessment of the Internet of Things (IoT) adoption readiness of Sub-Saharan Africa. J. South Afr. Bus. Res. Article ID 321563 (2016). https://doi.org/10.5171/2016.321563

  14. Ejiaku, S.A.: Technology adoption: issues and challenges in information technology adoption in emerging economies. J. Int. Technol. Inf. Manag. 23(2), Article 5 (2014)

    Google Scholar 

  15. Alliance for Affordable Internet (A4AI): New data: What’s the price of 1GB of mobile broadband across LMICs? (2018). https://a4ai.org/new-mobile-broadband-pricing-data-2018. Accessed 21 Dec 2018

  16. Internet World Stats (2017). https://www.internetworldstats.com/stats1.htm. Accessed 21 Dec 2018

  17. Morrissey, J.: The energy challenge in sub-Saharan Africa, OXFAM’S Research Backgrounder, Oxfam and the Renewable and Appropriate Energy Laboratory at the University of California, Berkeley (2017)

    Google Scholar 

  18. Stephens, R.J.: Theory and Practice of Weed Control. Springer, New York (1982)

    Google Scholar 

  19. Dinesh, D., et al.: Impact of climate change on African agriculture: focus on pests and diseases. Findings from CCAFS submissions to the UNFCCC SBSTA (2015). https://cgspace.cgiar.org. Accessed 5 Dec 2018

  20. Ayinde, O.E., Muchie, M., Olatunji, G.B.: Effect of climate change on agricultural productivity in Nigeria: a co-integration model approach. J. Hum. Ecol. 35(3), 189–194 (2011)

    Article  Google Scholar 

  21. Pereira, L.: Climate change impacts on agriculture across Africa. Oxford Research Encyclopedia of Environmental Science (2017)

    Google Scholar 

  22. Serdeczny, O., et al.: Climate change impact in the Sub-Saharan Africa: from physical challenges to their social repercussions. Regional Environmental change, special issue on models for adaptive forest management-the motive project. Springer (2015)

    Google Scholar 

  23. Food and Agricultural Organization of the United Nations [FAO]: ICT in agriculture: connecting smallholders to Knowledge, Networks and Institutions. The State of Food and Agriculture 2010–2011: Women in Agriculture, Closing the Gender Gap for Development. FAO, Rome (2011)

    Google Scholar 

  24. World Bank: ICT in Agriculture: Connecting Smallholders to Knowledge, Networks and Institutions, Updated Edition. World Bank, Washington, DC (2017). https://doi.org/10.1596/978-1-4648-1002-2

  25. GSMA: Understanding the Internet of Things (IoT), Connected Living (2014)

    Google Scholar 

  26. European Commission: Industry 4.0 in agriculture: Focus on IoT aspects, Digital Transformation Monitor (2017)

    Google Scholar 

  27. Courade, G., Devèze, J.C.: Des agricultures Africaines face à de difficiles transitions, Afriquecontemporaine 217 (2006)

    Google Scholar 

  28. Delpeuch, F.: Le systéme alimentaire mondial à un carrefour. Cahiers de l’Agriculture 16, 161–62 (2017)

    Google Scholar 

  29. AfDB: Organisation for Economic Co-operation and Development [OECD], & United Nations Development Programme [UNDP] (2017)

    Google Scholar 

  30. Woldemichael, A., Salami, A., Mukasa, A., Simpasa, A., Shimeles, A.: Transforming Africa’s agriculture through agro-industrialization. Afr. Econ. Brief 8(7) (2017). African Development Bank, Abidjan

    Google Scholar 

  31. Kanu, S.B., Salami, A.O., Numasawa, K.: Inclusive Growth: An Imperative for African Agriculture. African Development Bank, Tunis (2014)

    Google Scholar 

  32. Verdier-Chouchane, A., Karagueuzian, C.: Moving towards a green productive agriculture in Africa: the role of ICTs. Afr. Econ. Brief 7, 1–12 (2016)

    Google Scholar 

  33. Stoŏces, M., Vanĕk, J., Masner, J., Pavlik, J.: Internet of Things (IoT) in agriculture - selected aspects. AGRIS On-line Papers. Econ. Inform. 8(1), 83–88 (2016). https://doi.org/10.7160/aol.2016.080108. ISSN 1804–1930

  34. Mohammed, Z.K.A., Ahmed, E.S.A.: Internet of Things applications, challenges and related future technologies. World Sci. News 67(2), 126–148 (2017)

    Google Scholar 

  35. Savale, O., Managave, A., Ambekar, D., Sathe, S.: Internet of Things in precision agriculture using wireless sensor networks. Int. J. Adv. Eng. Innov. Technol. 2, 14–17 (2015)

    Google Scholar 

  36. Diaz-Bonilla, E.: Macroeconomics, Agriculture and Food Security. A guide to Policy Analysis in Developing Countries, International Food Policy Research Institute, Washington, D.C. (2015)

    Google Scholar 

  37. Writer, G.: IoT Applications in Agriculture (2018). https://www.iotforall.com/iot-applications-in-agriculture/. Accessed 24 Sept 2018

  38. Bonneau, V., Copigneaux, B.: Industry 4.0 in Agriculture: Focus on IoT Aspects. European Commission (2017). https://ec.europa.eu/growth/tools. Accessed 24 Sept 2018

  39. United Nations Economic Commision for Africa: The Demographic Profile of African Countries, ISO 14001:2004 certified (2016)

    Google Scholar 

  40. United Nations Economic Commision for Africa: The Demographic Profile of African Countries, ISO 14001:2004 certified. https://www.uneca.org. Accessed 17 Sept 2016

  41. European Agricultural Machinary: Advancing Agricultural Mechanization (AM) to promote farming & rural development in Africa. http://cema-agri.org. Accessed 17 Sept 2014

  42. Masinde, M.: IoT Applications that work for the African Continent: Innovation or Adoption? IEEE (2014). https://www.researchgate.net/publication/277713549. Accessed 31 Dec 2018

  43. Ndubuaku, M., Okereafor, D.: Internet of Things for Africa: challenges and opportunities. In: Proceedings of International Conference on Cyberspace Governance - CYBERABUJA 2015 (2015). https://doi.org/10.13140/RG2.1.2532.6162

  44. Onyalo, N., Kandie, H., Njuki, J.: The Internet of Things, progress report for Africa: a survey. Int. J. Comput. Sci. Softw. Eng. (IJCSSE) 4(9) (2015)

    Google Scholar 

  45. Dlodlo, N., Kalezhi, J.: The Internet of Things in Agriculture for Sustainable Rural Development (2015)

    Google Scholar 

  46. Tzounis, A., Katsoulas, N., Bartzanas, T., Kittas, C.: Internet of Things in agriculture, recent advances and future challenges. Biosyst. Eng. 164, 31–48 (2017)

    Article  Google Scholar 

  47. Isma’ili, S., Li, M., Shen, J., He, Q., Alghazi, A.: African societal challenges transformation through IoT. In: 21st Pacific Asia Conference on Information System (PACIS), pp. 1–9 (2017)

    Google Scholar 

  48. Slabicki, M., Grochla, K., Performance evaluation of CoAP, SNMP and NETCONF protocols in fog computing architecture. In: Network Operations and Management Symposium (NOMS), 2016 IEEE/IFIP, pp. 1315–1319. IEEE

    Google Scholar 

  49. Bonomi, F., Milito, R., Zhu, J., Addepalli, S.: Fog computing and its role in the internet of things. In: Proceedings of the First Edition of the MCC Workshop on Mobile Cloud Computing. ACM, pp. 13–16 (2012)

    Google Scholar 

  50. Hong, K., Lillethun, D., Ramachandran, U., Ottenwälder, B., Koldehofe, B.: Mobile fog: a programming model for large-scale applications on the Internet of Things. In: Proceedings of the Second ACM SIGCOMM Workshop on Mobile Cloud Computing, pp. 15–20. ACM (2013)

    Google Scholar 

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Acknowledgements

The work presented in this paper was partially supported by the ERASMUS+ Key Action 2 (Strategic Partnership) project IOT-OPEN.EU (Innovative Open Education on IoT: improving higher education for European digital global competitiveness), reference no. 2016-1-PL01-KA203-026471 and the SerIoT Research and Innovation Action, funded by the European Commission under the H2020-IOT-2016-2017 (H2020-IOT-2017) Program through Grant Agreement 780139. The European Commission support for the production of this publication does not constitute the endorsement of the contents which reflects the views only of the authors, and the Commission cannot be held responsible for any use which may be made of the information contained therein.

Author information

Authors and Affiliations

  1. Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Baltycka 5, 44–100, Gliwice, Poland

    Godlove Suila Kuaban & Krzysztof Grochla

  2. Institute of Informatics, Silesian Technical University, Akademicka 16, 44–100, Gliwice, Poland

    Piotr Czekalski

  3. Faculty of Argriculture and Veterinary Medicine, University of Buea, P.O. Box 63, Buea, SW Region, Cameroon

    Ernest L. Molua

Authors
  1. Godlove Suila Kuaban
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  2. Piotr Czekalski
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  3. Ernest L. Molua
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  4. Krzysztof Grochla
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Correspondence to Godlove Suila Kuaban .

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Editors and Affiliations

  1. Silesian University of Technology, Gliwice, Poland

    Piotr Gaj

  2. Silesian University of Technology, Gliwice, Poland

    Michał Sawicki

  3. Silesian University of Technology, Gliwice, Poland

    Andrzej Kwiecień

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Kuaban, G.S., Czekalski, P., Molua, E.L., Grochla, K. (2019). An Architectural Framework Proposal for IoT Driven Agriculture. In: Gaj, P., Sawicki, M., Kwiecień, A. (eds) Computer Networks. CN 2019. Communications in Computer and Information Science, vol 1039. Springer, Cham. https://doi.org/10.1007/978-3-030-21952-9_2

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  • DOI: https://doi.org/10.1007/978-3-030-21952-9_2

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-21951-2

  • Online ISBN: 978-3-030-21952-9

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