International Journal of Computer Science & Network Security

국제컴퓨터통신보호논문지학회 (International Journal of Computer Science & Network Security)
권호 표지
DOI QR코드

DOI QR Code

Food Security through Smart Agriculture and the Internet of Things

  • 투고 : 2022.11.05
  • 발행 : 2022.11.30
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

One of the most pressing socioeconomic problems confronting humanity on a worldwide scale is food security, particularly in light of the expanding population and declining land productivity. These causes have increased the number of people in the world who are at risk of starving and have caused the natural ecosystems to degrade at previously unheard-of speeds. Happily, the Internet of Things (IoT) development provides a glimmer of light for those worried about food security through smart agriculture-a development that is particularly relevant to automating food production operations in order to reduce labor expenses. When compared to conventional farming techniques, smart agriculture has the benefit of maximizing resource use through precise chemical input application and regulation of environmental factors like temperature and humidity. Farmers may make data-driven choices about the possibility of insect invasion, natural disasters, anticipated yields, and even prospective market shifts with the use of smart farming tools. The technical foundation of smart agriculture serves as a potential response to worries about food security. It is made up of wireless sensor networks and integrated cloud computing modules inside IoT.

키워드

과제정보

This work was supported by the institute of public administration, Riyadh, Saudi Arabia. Author is thankful for the support.

참고문헌

  1. V. Larios, R. Michaelson, A. Virtanen, J. Talola, R. Maciel, and R. Bertran, "Best practices to develop smart agriculture to support food demand with the rapid urbanization trends in Latin America,", pp. 555-558, 2019.
  2. M. Ur Rahman, F. Baiardi, and L. Ricci, "Blockchain Smart Contract for Scalable Data Sharing in IoT: A Case Study of Smart Agriculture," 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things (GCAIoT), 2020. Doi:10.1109/GCAIoT51063.2020.9345874
  3. R. Chaudhary, J. R. Pandey, P. Pandey, and P. Chaudhary, "Case study of Internet of Things in area of Agriculture, 'AGCO's Fuse Technology's' 'Connected Farm Services'," 2015 International Conference on Green Computing and Internet of Things (ICGCIoT), 2015, pp. 148-153, Doi: 10.1109/ICGCIoT.2015.7380447
  4. S. Verma, R. Gala, S. Madhavan, S. Burkule, S. Chauhan, and C. Prakash, "An Internet of Things (IoT) Architecture for Smart Agriculture," 2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA), 2018, pp. 1-4, doi: 10.1109/ICCUBEA.2018.8697707
  5. M. Hasan, K. N. Uddin, A. Sayeed, and T. Tasneem, "Smart Agriculture Robotic System Based on Internet of Things to Boost Crop Production," 2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), 2021, pp. 157-162, doi: 10.1109/ICREST51555.2021.9331091
  6. O. Friha, M. A. Ferrag, L. Shu, L. Maglaras, and X. Wang, "Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies," in IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 4, pp. 718-752, April 2021, doi: 10.1109/JAS.2021.1003925.
  7. S. Meadthaisong and T. Meadthaisong, "Smart Farming Using Internet of Thing(IoT) in Agriculture by Tangible Progarmming for Children," 2020 17th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2020, pp. 611-614, doi: 10.1109/ECTICON49241.2020.9158083
  8. R. K. Patil and S. S. Patil, "Cognitive Intelligence of Internet of Things in Smart Agriculture Applications," 2020 IEEE Pune Section International Conference (PuneCon), 2020, pp. 129-132, doi: 10.1109/PuneCon50868.2020.9362449
  9. S. V. Mukherji, R. Sinha, S. Basak, and S. P. Kar, "Smart Agriculture using Internet of Things and MQTT Protocol," 2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COMITCon), 2019, pp. 14-16, doi: 10.1109/COMITCon.2019.8862233 .
  10. D. C. Bogatinoska, R. Malekian, J. Trengoska, and W. A. Nyako, "Advanced sensing and internet of things in smart cities," 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2016, pp. 632-637, doi: 10.1109/MIPRO.2016.7522218.
  11. M. Dholu and K. A. Ghodinde, "Internet of Things (IoT) for Precision Agriculture Application," 2018 2nd International Conference on Trends in Electronics and Informatics (ICOEI), 2018, pp. 339-342, doi: 10.1109/ICOEI.2018.8553720.
  12. O. Elijah, T. A. Rahman, I. Orikumhi, C. Y. Leow, and M. H. D. N. Hindia, "An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges," in IEEE Internet of Things Journal, vol. 5, no. 5, pp. 3758-3773, Oct. 2018, doi: 10.1109/JIOT.2018.2844296 .
  13. A. Salam and S. Shah, "Internet of Things in Smart Agriculture: Enabling Technologies," 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 2019, pp. 692-695, doi: 10.1109/WF-IoT.2019.8767306.
  14. M. R. Kassim, "IoT Applications in Smart Agriculture: Issues and Challenges," 2020 IEEE Conference on Open Systems (ICOS), 2020, pp. 19-24, doi: 10.1109/ICOS50156.2020.9293672.
  15. G. Suciu, C.-I. Istrate, and M.-C. Ditu, G. Suciu, C. Istrate and M. Ditu, "Secure smart agriculture monitoring technique through isolation," 2019 Global IoT Summit (GIoTS), 2019, pp. 1-5, doi: 10.1109/GIOTS.2019.8766433.
  16. K. Grgic, D. Zagar, J. Balen, and J. Vlaovic, "Internet of Things in Smart Agriculture - Possibilities and Challenges," 2020 International Conference on Smart Systems and Technologies (SST), 2020, pp. 239-244, doi: 10.1109/SST49455.2020.9264043.
  17. P. Srinivasulu, M. S. Babu, R. Venkat, and K. Rajesh, "Cloud service oriented architecture (CSoA) for agriculture through internet of things (IoT) and big data," 2017 IEEE International Conference on Electrical, Instrumentation and Communication Engineering (ICEICE), 2017, pp. 1-6, doi: 10.1109/ICEICE.2017.8191906.
  18. H. Huang, "Architecture of Audio Broadcasting Coverage Monitoring System Based on Internet of Things," 2019 IEEE International Conference on Smart Internet of Things (SmartIoT), 2019, pp. 320-324, doi: 10.1109/SmartIoT.2019.00055.
  19. H. H. Kadar, S. S. Sameon, and P. A. A. Rafee, "Sustainable Water Resource Management Using IOT Solution for Agriculture," 2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE), 2019, pp. 121-125, doi: 10.1109/ICCSCE47578.2019.9068592 .
  20. K. Mandula, R. Parupalli, C. H. A. S. Murty, E. Magesh, and R. Lunagariya, "Mobile based home automation using Internet of Things(IoT)," 2015 International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2015, pp. 340-343, doi: 10.1109/ICCICCT.2015.7475301 .
  21. R. Maheswari, H. Azath, P. Sharmila, and S. R. Gnanamalar, "Smart Village: Solar Based Smart Agriculture with IoT Enabled for Climatic Change and Fertilization of Soil," 2019 IEEE 5th International Conference on Mechatronics System and Robots (ICMSR), 2019, pp. 102-105, doi: 10.1109/ICMSR.2019.8835454
  22. S. Namani and B. Gonen, "Smart Agriculture Based on IoT and Cloud Computing," 2020 3rd International Conference on Information and Computer Technologies (ICICT), 2020. DOI:10.1109/ICICT50521.2020.00094
  23. Chopra, K., Gupta, K., and Lambora, A., "Future Internet: The Internet of Things-A Literature Review," 2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COMITCon), 2019, pp. 135-139, doi: 10.1109/COMITCon.2019.8862269.
  24. Hu, F., Xie, D., Shen, S. (2013). 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing. IEEE. DOI 10.1109/Greencom/iThings/CPS31688.2013
  25. Shukla,S., Hassan, M., Jung, L., and Awang, A., "Fuzzybased Fog Computing for Real-Time Data Transmission in Healthcare Internet-of-Things," 2018 Second International Conference on Green Computing and Internet of Things (ICGCIoT), 2018, pp. 104-108, doi: 10.1109/ICGCIoT.2018.8753057 .
  26. Ahmed,Z., Mortuza, M., Uddin, M. , Kabir, M., Mahiuddin, M., and Hoque, M., "Internet of Things Based Patient Health Monitoring System Using Wearable Biomedical Device," 2018 International Conference on Innovation in Engineering and Technology (ICIET), 2018, pp. 1-5, doi: 10.1109/CIET.2018.8660846 .
  27. Zholdas,N., Postolache, O., and Mansurova, M., "Health Monitoring System Using Internet of Things," 2021 IEEE International Conference on Smart Information Systems and Technologies (SIST), 2021, pp. 1-4, doi: 10.1109/SIST50301.2021.9465928 .
  28. Myers, A., Mahmud, M., Abdelgawad, A., and Yelamarthi,K., "Toward integrating Structural Health Monitoring with Internet of Things (IoT)," 2016 IEEE International Conference on Electro Information Technology (EIT), 2016, pp. 0438-0441, doi: 10.1109/EIT.2016.7535280.
  29. Plathong, K., and Surakratanasakul,B., "A study of integration Internet of Things with health level 7 protocol for real-time healthcare monitoring by using cloud computing," 2017 10th Biomedical Engineering International Conference (BMEiCON), 2017, pp. 1-5, doi: 10.1109/BMEiCON.2017.8229134.
  30. Ranjana, P. and Alexander, E., "Health Alert and Medicine Remainder using Internet of Things," 2018 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), 2018, pp. 1-4, doi: 10.1109/ICCIC.2018.8782349 .
  31. Gao. I., "Using the Social Network Internet of Things to Mitigate Public Mass Shootings," 2016 IEEE 2nd International Conference on Collaboration and Internet Computing (CIC), 2016, pp. 486-489, doi: 10.1109/CIC.2016.073 .
  32. Sun, P., & Chen, Y. (2019). "Aquiculture Remote Monitoring System Based on Internet of Things," 2019 International Conference on Robots & Intelligent System (ICRIS), 2019, pp. 187-190, doi: 10.1109/ICRIS.2019.00056 .
  33. Ostad-Ali-Askari, K. Management of risks substances and sustainable development. Appl Water Sci 12, 65 (2022). https://doi.org/10.1007/s13201-021-01562-7
  34. Ghashghaie et al., Applications of time series analysis to investigate components of Madiyan-rood river water quality. Appl Water Sci 12, 202 (2022). https://doi.org/10.1007/s13201-022-01693-5
  35. Ostad-Ali-Askari et al., Quantity and quality modelling of groundwater to manage water resources in Isfahan-Borkhar Aquifer. Environ Dev Sustain 23, 15943-15959 (2021). https://doi.org/10.1007/s10668-021-01323-1
  36. Talebmorad et al., Hydro geo-sphere integrated hydrologic model in modeling of wide basins. Sustain. Water Resour. Manag. 8, 118 (2022). https://doi.org/10.1007/s40899-022-00689-y