Internet of Things Based Home Automation Along With Facial Detection and Recognition

ABSTRACT  

The Internet of Things (IoT) represents an emerging paradigm that emphasizes the interconnectedness of devices and their communication with users. This technology is anticipated to play a pivotal role in the development of smart homes, enhancing both quality of life and household efficiency. This article considers the development of a home automation system leveraging IoT technology, with key features including a custom mobile application, facial detection and recognition systems, and an integrated temperature notification and management system. In the article, a description of how an IoT home automation system is established was considered, alongside the equipment utilised in setting up the system such as NodeMCU and ESP32-CAM with a reliable connection to Firebase for the exchange of data. Further, the process covering the facial recognition feature for enhanced security is discussed. The entire home automation system is strongly supported by the Firebase application which provides two-way communication between the microcontroller and the mobile application for effective control and interaction with the home appliances. With full simulation, it was concluded that while the project addresses energy needs, further advancement can be made by implementing Machine Learning models for a more efficient and automated process.

References

1. Ranjan, R., Mistri, K., Saurav, S., Kujur S., & Tiwary, V.: Home Automation Using PIR and Voice Recognition Sensors. International Journal for Research in Applied Science & Engineering Technology (IJRASET). 6(5), 1471-1474 (2018)
2. Kayode, R., Farhchi, M.A., & Ford, A.: Analysis of Household Energy Consumption in Nigeria (2015). https://org/10.13140/RG.2.1.2214.4086
3. Garg, R., & Gupta, S.: A Review on Internet of Thing for Home Automation International Journal for Research in Applied Science & Engineering Technology (IJRASET). 8(10), 80-83 (2020)
4. Ranjithkumar, R., Rathish, G.S., Ram Vikash,, & Manikandan, M.: IoT Based Home Automation using PIR Motion Sensor and Node MCU. International Journal of Engineering and Advanced Technology (IJEAT) 9(4) 881-884 (2020). https://doi.org/10.35940/ijeat.D7583.049420
5. Ashton, K.:That internet of Things Things RFID
6. Vermesan, O. et al.: Internet of Things Strategic Research Roadmap. In: Vermesan, O.,  Friess, P. (eds.) Internet of Things – Global Technological and Societal Trends from Smart Environments and Spaces to Green Ict, pp 8-51. River Publishers, New York (2011). https://doi.org/10.1201/9781003338604
7. Patel, K.K., Patel,, Scholar, P.G. & Salazar, C.: Internet of Things-IOT: Definition, Characteristics, Architecture, Enabling Technologies, Application & Future Challenges. International Journal of Engineering Science and Computing 6(5) (2016). https://doi.org/10.4010/2016.1482
8. Awati, R., & Wigmore, I.: Thing (in the Internet of Things). Retrieved on May 17, 2022 from https://www.techtarget.com/iotagenda/definition/thing-in-the-Internet-of-Things (2022)
9. Patchava, V., Kandala, B.H., & Babu, R.P.: A smart Home Automation Technique with Raspberry Pi using International Conference on Smart Sensors and Systems (IC-SSS) (2015). https://doi.org/10.1109/SMARTSENS.2015.7873584
10. Gabhane, J.P., Thakare, S., & Craig, M.: Smart Homes System Using Internet-of-Things: Issues, Solutions and Recent Research Directions. International Research Journal of Engineering and Technology (IRJET) 4(5), (2017).
11. Eben, S., Prithvirajan, R., Thirunavukarasu, S., Muthuraj, K. & Sarmila, S.: PIR and IR Sensor Smart Home Automation System Using IoT for Energy Saving Applications. International Journal of Innovative Technology and Exploring Engineering, 8(8): 565-569 (2019).
12. Govindraj, V., Sathiyanarayanan, M., & Abubakar, B.: Customary Homes to Smart Homes using Internet of Things (IoT) and Mobile Application. 2017 Conference on Smart Technologies for Smart Nation (SmartTechCon). (2017). https://doi.org/1109/SmartTechCon.2017.8358532
13. Bhagyamma, S., Choodarathnakara, A.L., Pavithra, P.S., Devendrakumar, S.M., & Naveenakumara, B.: Home Automation System using IoT. International Journal of Management, Technology and Engineering. 8(11) (2018).
14. Wadhwani, S., Singh,, U., Singh P., & Dwivedi, S.: Smart Home Automation and Security System Using Arduino and International Research Journal of Engineering and Technology (IRJET) 5(2) 1357-1359 (2018)
15. Madhu, G. & Vyjayanthi, C.: Implementation of Cost Effective Smart Home Controller with Android Application using NodeMCU and Internet of Things (IOT) 2^nd International Conference on Power Energy and Environment: Towards Smart Technology (ICEPE), 1-5 (2018). https://doi.org/1109/EPETSG.2018.8659128
16. Singh, K, Verma, S., Pal, S. & Pandey, K.: A step towards Home Automation using IOT Department of Computer Science and Engineering, Jaypee Institute of Information Technology A-10, Sector-62, Noida, Uttar Pradesh, India. (2019). https://doi.org/1109/IC3.2019.8844945
17. Li, L., Mu, X., Li, S. & Peng, H.: A review of Face Recognition Technology. IEEE Access (99): 1-12. (2020). https://doi.org/1109/ACCESS.2020.3011028
18. Manjula, V.S. & Baboo, S.S.: Face detection identification and tracking by PRDIT algorithm using image database for crime investigation. International Journal of Computer Applications, 38(10), 40–46 (2012).
19. Lander, K., Bruce, V., & Bindemann, M.:Use-inspired basic research on individual differences in face identification: Implications for criminal investigation and security. Cognitive research: principles and implications, 3(1):1–13, (2018). https://doi.org/10.1186/s41235-018-0115-6
20. Hu, H. An, Y. Guo, C. Zhang, T. Zhang and L. Ye: The Development Status and Prospects on the Face Recognition,” 2010 4th International Conference on Bioinformatics and Biomedical Engineering, Chengdu, China, 2010, pp. 1-4, https://doi.org/10.1109/ICBBE.2010.5517197.
21. Li, S.Z. & Jain, A.K.: Handbook of Face Recognition, (2^nd Edition). Springer, (2005).

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WSN 198 (2024) 126-138

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