Rethinking Food Sufficiency with Smart Agriculture using Internet of Things
Autor: | Siddhartha Vadlamudi, Paruchuri, Harish, Ahmed, Alim Al Ayub, Md. Shakawat Hossain, Donepudi, Praveen Kumar |
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Rok vydání: | 2021 |
Předmět: | |
DOI: | 10.5281/zenodo.4718110 |
Popis: | The emergence of the internet of things spread across several sectors and the agricultural industry is not left out. The application of smart agriculture using IoT will improve productivity among stakeholders in the sector. It gives automation, control, and monitoring in agro-industry which leads to food sufficiency. This project was designed to address food sufficiency through smart agriculture using IoT. A methodic literature assessment (MLA) was adopted for this research where some research questions that we believe if addressed properly will increase food sufficiency were asked and answer from the literature. This project address the IoT sensor or devices and their application to achieve robust farming. {"references":["Agrawal, H., Prieto, J., Ramos, C. and Corchado, J.M. 2016. Smart feeding in farming through IoT in silos. In Proceedings of the International Symposium on Intelligent Systems Technologies and Applications, Jaipur, India, 21–24 September 2016; pp. 355–366.","Ahmed, A. A. A. (2020). Corporate attributes and disclosure of accounting information: Evidence from the big five banks of China. J Public Affairs. e2244. https://doi.org/10.1002/pa.2244","Ahmed, A. A. A., Aljarbouh, A., Donepudi, P. K., & Choi, M. S. (2021). Detecting Fake News using Machine Learning: A Systematic Literature Review. Psychology and Education, 58(1), 1932–1939. https://zenodo.org/record/4494366.","Ahmed, A. A. A., Donepudi, P. K., & Asadullah, A. B. M. (2020). Artificial Intelligence in Clinical Genomics and Healthcare. European Journal of Molecular & Clinical Medicine, 7(11), 1194-1202, https://ejmcm.com/?_action=article&au=24014","Aroulanandam, V.V., Latchoumi, T.P., Bhavya, B., Sultana, S.S. (2019). Object detection in convolution neural networks using iterative refinements. Revue d'Intelligence Artificielle, Vol. 33, No. 5, pp. 367-372. https://doi.org/10.18280/ria.330506","Arunkarthikeyan, K., Balamurugan, K., Nithya, M. and Jayanthiladevi, A., 2019, December. Study on Deep Cryogenic Treated-Tempered WC-CO insert in turning of AISI 1040 steel. In 2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) (pp. 660-663). IEEE.","Balamurugan, K., 2020. Compressive Property Examination on Poly Lactic Acid-Copper Composite Filament in Fused Deposition Model–A Green Manufacturing Process. Journal of Green Engineering, 10, pp.843-852.","Balamurugan, K., Uthayakumar, M., Ramakrishna, M. and Pillai, U.T.S., 2020. Air jet Erosion studies on mg/SiC composite. Silicon, 12(2), pp.413-423.","Bhasha, A.C. and Balamurugan, K., 2020, July. Multi-objective optimization of high-speed end milling on Al6061/3% RHA/6% TiC reinforced hybrid composite using Taguchi coupled GRA. In 2020 International Conference on Computational Intelligence for Smart Power System and Sustainable Energy (CISPSSE) (pp. 1-6). IEEE.","Bhatnagar, V., Singh, G., Kumar, G. and Gupta, R. 2020. Internet of Things in Smart Agriculture: Applications and Open Challenges. International Journal of Students' Research in Technology & Management, 8(1): 11-17.","Brewster, L., Roussaki, N. Kalatzis, I., Doolin, K. and Ellis, K. 20017. IoT in agriculture: designing a Europe-wide large-scale pilot. IEEE Commun., Mag., 55(9): 20-33.","Chen, Y., Chanet, J.P., Hou, K.M. and Shi, H.L. 2013. Extending the RPL routing protocol to agricultural low power and lossy networks (A-LLNs). Int. J. Agric. Environ. Inf. Syst., 4, 25–47.","Deepthi, T., Balamurugan, K. and Balamurugan, P., 2020, December. Parametric Studies of Abrasive Waterjet Machining parameters on Al/LaPO4 using Response Surface Method. In IOP Conference Series: Materials Science and Engineering (Vol. 988, No. 1, p. 012018). IOP Publishing.","Dholu, M. and Ghodinde, K.A. 2018. Internet of things (IoT) for precision agriculture application. In Proceedings of the 2018 2nd International Conference on Trends in Electronics and Informatics (ICOEI), Tirunelveli, India, pp. 339–342.","Donepudi, P. K., Ahmed, A. A. A., Hossain, M. A., & Maria, P. (2020a). Perceptions of RAIA Introduction by Employees on Employability and Work Satisfaction in the Modern Agriculture Sector. International Journal of Modern Agriculture, 9(4), 486–497. https://doi.org/10.5281/zenodo.4428205","Donepudi, P. K., Banu, M. H., Khan, W., Neogy, T. K., Asadullah, ABM., & Ahmed, A. A. A. (2020b). Artificial Intelligence and Machine Learning in Treasury Management: A Systematic Literature Review. International Journal of Management, 11(11), 13–22. https://doi.org/10.5281/zenodo.4247297","Dybå, T., Dingsøyr, T. 2008. Empirical studies of agile software development: A systematic review. Inf. Softw. Technol., 50, 833–859.","Elijah, O., Rahman, T. A., Orikumhi, I., Leow, C. Y. and Hindia, M. N. 2018. An overview of the internet of things (IoT) and data analytics in agriculture: Benefits and Challenges, IEEE Internet of Things Journal, 5(5):3758–3773. doi:10.1109/JIOT.2018.2844296.","FAO. (2009). Global agriculture towards 2050. Retrieved August 10, 2016, from http://www.fao.org/fileadmin/templates/wsfs/docs/Issues_papers/HLEF2050_Global_Agriculture.pdf.","Foughali, K., Fathallah, K. and Frihida, A. 2018. Using Cloud IOT for disease prevention in precision agriculture. Procedia Comput. Sci., 130, 575–582.","Fourati, M.A., Chebbi, W. and Kamoun, A. 2014. Development of a web-based weather station for irrigation scheduling. In Proceedings of the 2014 Third IEEE International Colloquium in Information Science and Technology (CIST), Tetouan, Morocco, 20–22 October 2014; pp. 37–42.","Gill, S.S., Chana, I., Buyya, R. 2017. IoT-based agriculture as a cloud and big data service: The beginning of digital India. J. Organ. End-User Comput. 29, 1–23.","Gubbi, J., Buyya, R., Marusic, S. and Palaniswami, M. 2013. Internet of things (IoT): A vision, architectural elements, and future directions. Future Generation Computer Systems, 29(7), 1645-1660. https://doi.org/10.1016/j.future.2013.01.010.","Huang, C.H., Shen, P.Y. and Huang, Y.C. 2015 IoT-based physiological and environmental monitoring system in the animal shelter. In Proceedings of the 2015 Seventh International Conference on Ubiquitous and Future Networks, Sapporo, Japan, 7–10 July 2015; pp. 317–322.","Jain, V.R., Bagree, R., Kumar, A. and Ranjan, P. 2008. wildCENSE: GPS-based animal tracking system. In Proceedings of the 2008 International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Sydney, Australia, 15–18 December 2008; pp. 617–622.","Jayaraman, P. P., Palmer, D., Zaslavsky, A. and Georgakopoulos, D. 2015. Do-it-yourself digital agriculture applications with semantically enhanced IoT platform. In 2015 IEEE tenth international conference on intelligent sensors, sensor networks and information processing (ISSNIP) (pp. 1e6). https://doi.org/10.1109/ISSNIP.2015.7106951.","Jayaraman, P.P., Palmer, D., Zaslavsky, A., Salehi, A., and Georgakopoulos, D. 2015. Addressing information processing needs of digital agriculture with OpenIoT platform. In Interoperability and Open-Source Solutions for the Internet of Things; Springer: Cham, Switzerland, pp. 137–152.","Keele, S. 2016. Guidelines for Performing Systematic Literature Reviews in Software Engineering; Technical Report 2016, Ver. 2.3 Technical Report; EBSE: Durham, UK.","Krishna, K.L., Silver, O., Malende, W.F. and Anuradha, K. 2017. Internet of Things application for implementation of smart agriculture system. In Proceedings of the 2017 International Conference on I-SMAC (IoT in Social, Mobile, Analytics, and Cloud) (I-SMAC), Palladam, India, 10–11 February 2017; pp. 5","Lakshmi Narayana S., Suneetha Devi J., Bhargav Reddy I., Harish Paruchuri. (2012). Optimizing Voice Recognition using Various Techniques. CiiT International Journal of Digital Signal Processing, 4(4), 135-141","Latchoumi, T.P., Dayanika, J. and Archana, G., 2021. A Comparative Study of Machine Learning Algorithms using Quick-Witted Diabetic Prevention. Annals of the Romanian Society for Cell Biology, pp.4249-4259.","Li, L. 2012. Study on the security architecture in the internet of things. In 2012 international conference on measurement, information, and control (MIC), 1, 374-377. IEEE. https://doi.org/978-1-4577-1604-1.","Liu, S., Guo, L., Webb, H., Ya, X., and Chang, X. 2019. Internet of Things Monitoring System of Modern Eco-Agriculture Based on Cloud Computing. IEEE Access, 7: 37050–37058.","Mazon-Olivo, B., Hernández-Rojas, D., Maza-Salinas, J. and Pan, A. 2018. Rules engine and complex event processor in the context of internet of things for precision agriculture. Comput. Electron. Agric., 154, 347–360.","Mohanraj, I., Ashokumar, K. and Naren, J. 2016. Field monitoring and automation using IoT in the agriculture domain. Procedia Comput. Sci. 93, 931–939.","Muangprathub, J., Boonnam, N., Kajornkasirat, S., Lekbangpong, N., Wanichsombat, A. and Nillaor, P. 2019. IoT and agriculture data analysis for the smart farm. Comput. Electron. Agric. 156, 467–474","Noda, A., Fukuda, O., Okumura, H. and Arai, K.2017. Behavior analysis of a small animal using IoT sensor system. In Proceedings of the 2017 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS), Okinawa, Japan, 24–26 November 2017; pp. 9–10.","Ojha, T. Misra, S., and Raghuwanshi, N.S. Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges. Comput. Electron. Agric., 118, 66–84.","Pahuja, R., Verma, H.K. and Uddin, M. 2013. A wireless sensor network for greenhouse climate control. IEEE Pervasive Comput., 12, 49–58.","Pallavi, S., Mallapur, J.D. and Bendigeri, K.Y. 2017. Remote sensing and controlling of greenhouse agriculture parameters based on IoT. In Proceedings of the 2017 International Conference on Big Data, IoT and Data Science (BID), Pune, India, 20–22 December 2017; pp. 44–48.","Petersen, K., Feldt, R., Mujtaba, S. and Mattsson, M. (2006). Systematic mapping studies in software engineering. In Proceedings of the 12th International Conference on Evaluation and Assessment in Software Engineering (EASE), Bari, Italy, 8, 68–77.","Postolache, O., Pereira, J.D. and Girão, P.S. (2014). Wireless sensor network-based solution for environmental monitoring: Water quality assessment case study. IET Sci. Meas. Technol., 8, 610–616.","Ranjeeth, S., Latchoumi, T.P., Sivaram, M., Jayanthiladevi, A. and Kumar, T.S., 2019, December. Predicting Student Performance with ANNQ3H: A Case Study in Secondary Education. In 2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) (pp. 603-607). IEEE.","Rao, R.N. and Sridhar, B. (2018). IoT-based smart crop-field monitoring and automation irrigation system. In Proceedings of the 2018 2nd International Conference on Inventive Systems and Control (ICISC), Coimbatore, India, pp. 478–483.","Ruiz-Garcia, L., Lunadei, L., Barreiro, P. and Robla, I. (2009). A review of wireless sensor technologies and applications in agriculture and food industry: State of the art and current trends. Sensors, 9, 4728– 4750.","Sastra, N.P. and Wiharta, D.M. (2016). Environmental monitoring as an IoT application in building smart campus of Universitas Udayana. In Proc. International Conf. Smart Technol. Elect. Inf. Syst. (ICSGTEIS), pp. 1022-1025.","Singels, A. and Smith, M.T. (2006). Provision of irrigation scheduling advice to small-scale sugarcane farmers using a web-based crop model and cellular technology: A South African case study. Irrig. Drain. J. Int. Comm. Irrig. Drain., 55, 363–372.","Thorat, A., Kumari, S. and Valakunde, N.D. (2017). An IoT-based smart solution for leaf disease detection. In Proceedings of the 2017 International Conference on Big Data, IoT and Data Science (BID), Pune, India, pp. 193–198.","Tzounis, A., Katsoulas N., Bartzanas, T. Kittas, C. 2017. Internet of Things in agriculture, recent advances and future challenges. Biosystems Engineering, 164, 31-48.","Ujwala, D., Ram Kiran, D. S., Jyothi, B., Fathima, S. S., Paruchuri, H., Koushik, Y. M. S. R. (2012). A Parametric Study on Impedance Matching of A CPW Fed T-shaped UWB Antenna. International Journal of Soft Computing and Engineering, 2(2), 433-436.","Vadlamudi, S. (2016). What Impact does Internet of Things have on Project Management in Project based Firms?. Asian Business Review, 6(3), 179-186. https://doi.org/10.18034/abr.v6i3.520","Vadlamudi, S. (2017). Stock Market Prediction using Machine Learning: A Systematic Literature Review. American Journal of Trade and Policy, 4(3), 123-128. https://doi.org/10.18034/ajtp.v4i3.521","Vadlamudi, S. (2021). The Economics of Internet of Things: An Information Market System. Asian Business Review, 11(1), 35-40. https://doi.org/10.18034/abr.v11i1.523","Verma, B. K.; Lokulwar, P.; Aquatar, M. O.; Panda, R. B.; Raghuwanshi, G. K.; Dixit, P.; Nigam, U.; Khan, I. R.; Kumar, P.; Ahmed, A. A. A. (2021). A SMART CITY SYSTEM FOR CITIZEN'S UTILIZING UBIQUITOUS COMPUTING TECHNIQUE. Australian Official Journal of Patents, 35(12), Page No. 1873, Patent number: 2021101194. https://pericles.ipaustralia.gov.au/ols/auspat/quickSearch.do?queryString=2021101194","Watthanawisuth, N., Tuantranont, A. and Kerdcharoen, T. 2009. Microclimate real-time monitoring based on ZigBee sensor network. In Proceedings of the SENSORS, 2009 IEEE, Christchurch, New Zealand, pp. 1814–1818","Welbourne, E., Battle, L., Cole, G., Gould, K., Rector, K. and Raymer, S. 2009. Building the internet of things using RFID: The RFID ecosystem experience. IEEE Internet Computing, 13(3), 48-55. https://doi.org/10.1109/MIC.2009.52.","Xijun, Y., Limei, L. and Lizhong, X. 2009. The application of wireless sensor network in the irrigation area automatic system. In Proceedings of the 2009 International Conference on Networks Security, Wireless Communications and Trusted Computing, Wuhan, China, 25–26 April 2009; Volume 1, pp. 21– 24.","Zhu, Y., Kamal, E. M., Gao, G., Ahmed, A. A. A., Asadullah, A., Donepudi, P. K. (2021). Excellence of Financial Reporting Information and Investment Productivity. International Journal of Nonlinear Analysis and Applications, 12(1), 75-86. https://doi.org/10.22075/ijnaa.2021.4659"]} |
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