Transforming Education: Optimizing Learning Environments through the Fusion of Signal Processing and IoT
Keywords:
Internet of Things (IoT), Artificial Intelligence, Optimal energy management, Deep learningAbstract
The education sector is not an exception to the widespread use of "Internet of Things (IoT)" applications. The Internet of Things' ability to create smart cities provides a workable answer to the difficult problems of cost-effectiveness, sustainable development, and energy management in light of growing urban populations and environmental demands. Along with privacy and security of data issues in Internet of Things installations, the study also discusses the ethical and legal implications of data collection. Future developments and opportunities for IoT use in education are also covered by the study, including the blending of artificial intelligence and machine learning. The results demonstrate notable decreases in energy use, financial savings, and noteworthy contributions to the eradication of greenhouse gas emissions, ultimately leading to an increase in environmental sustainability.
References
[1] R. Krishnamurthi, A. Kumar, D. Gopinathan, A. Nayyar, and B. Qureshi, "An Overview of IoT Sensor Data Processing, Fusion, and Analysis Techniques," no. i, pp. 1-23, 2020.
https://doi.org/10.3390/s20216076
[2] S. Abbas et al., "Modeling , Simulation and Optimization of Power Plant Energy Sustainability for IoT Enabled Smart Cities Empowered With Deep Extreme Learning Machine," IEEE Access, vol. 8, pp. 39982-39997, 2020,
https://doi.org/10.1109/ACCESS.2020.2976452
[3] F. Alam, R. Mehmood, I. Katib, N. N. ALBOGAMI, and A. ALBESHRI, "Data Fusion and IoT for Smart Ubiquitous Environments : A Survey," no. February 2018, 2017,
https://doi.org/10.1109/ACCESS.2017.2697839
[4] A. Aljohani, "Deep learning-based optimization of energy utilization in IoT-enabled smart cities : A pathway to sustainable development," Energy Reports, vol. 12, no. September, pp. 2946-2957, 2024,
https://doi.org/10.1016/j.egyr.2024.08.075
[5] R. Meylani, "Transforming Education with the Internet of Things : A Journey into Smarter Learning Environments," no. February, 2024,
https://doi.org/10.46328/ijres.3362
[6] A. Kumar, M. Rani, D. R. Sisodia, Y. Perwej, A. C. Kakde, and F. M. Rakhimjonovna, "Transforming Education Through Iot And AI Opportunities And Challenges," vol. 30, no. 5, pp. 11610-11622, 2024, doi: 10.53555/kuey.v30i5.4982.
[7] D. Fawzy, S. M. Moussa, and N. L. Badr, "An IoT-based resource utilization framework using data fusion for smart environments," Internet of Things, vol. 21, no. November 2022, p. 100645, 2023,
https://doi.org/10.1016/j.iot.2022.100645
[8] D. K. Dake, G. K. Bada, and A. E. Dadzie, "INTERNET OF THINGS (IOT) APPLICATIONS IN EDUCATION: BENEFITS AND IMPLEMENTATION CHALLENGES IN GHANAIAN TERTIARY INSTITUTIONS," no. August, 2023,
[9] F. A. Almalki et al., "Green IoT for Eco-Friendly and Sustainable Smart Cities : Future Directions and Opportunities," pp. 178-202, 2023.
https://doi.org/10.1007/s11036-021-01790-w
[10] M. M. Kamruzzaman et al., "AI- and IoT-Assisted Sustainable Education Systems during Pandemics, such as COVID-19, for Smart Cities," pp. 1-17, 2023. Handbook On Fundamentals And Methods Of Machine And Deep Learning (VOLUME-1)
https://doi.org/10.3390/su15108354
[11] L. Fei, M. Shahzad, F. Abbas, H. A. Muqeet, M. M. Hussain, and L. Bin, "Optimal Energy Management System of IoT-Enabled Large Building Considering Electric Vehicle Scheduling, Distributed Resources, and Demand Response Schemes," 2022.
https://doi.org/10.3390/s22197448
[12] M. Abdel-basset, H. Hawash, R. K. Chakrabortty, and M. Ryan, "Energy-Net : A Deep Learning Approach for Smart Energy Management in IoT-based Smart Cities," vol. 4662, no. c, pp. 1-14, 2021,
https://doi.org/10.1109/JIOT.2021.3063677
[13] T. Ahmad and D. Zhang, "Using the internet of things in smart energy systems and networks," Sustain. Cities Soc., vol. 68, no. December 2020, p. 102783, 2021,
https://doi.org/10.1016/j.scs.2021.102783
[14] S. Nižetić, Petar Solic, G.-A. D. Lopez-de-Ipina, and L. Patrono, "Internet of Things (IoT): Opportunities, issues and challenges towards a smart and sustainable future," no. January, 2020
