The Smart Door Lock Using Face Recognition Access Based on Internet Of Things (IoT)
Abstract
Security is one of the basic things that humans need. In relation to a house or room, the focus of security is on the door lock. Various types of door locks have been created, ranging from conventional ones with physical keys, to modern types. This modern type of door lock is also made with various ways to open it. Some use a series of codes (keypad), some use card sensors, fingerprint sensors, to the use of face recognition technology. Several door lock technologies with face recognition have also been created, but they are still expensive. The other problem is that those devices are not equipped with some fail-safe mechanisms, in case there are troubles with the device. This smart door lock is made using face recognition technology based on the Internet of Things. This lock is equipped with an ESP32cam camera integrated in the ESP8266MOD module that can recognize faces that have been registered in the database on the website. In addition, the door is also equipped with a push button to open the door from the inside, and a button as a backup if there is a malfunction of the face recognition feature. The device test indicates no apparent issues and operates smoothly. The accuracy test for the camera yields positive outcomes, reaching up to 100% in normal lighting conditions, and dropping to around 60-80% in blur condition. Accuracy is further compromised, potentially dropping in dim light that the images are only reached 40-60% for clear images and 20% in blurry images.
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References
D. F. Sumajouw, M. E. I. Najoan, and S. R. U. A. Sompie, “Perancangan Sistem Keamanan Rumah Tinggal Terkendali Jarak Jauh,” J. Tek. Elektro dan Komput., vol. 4, no. 3, pp. 44–53, 2015.
B. H. Danuri, “Peraturan Kapolri No. 23 Tahun 2010.” 2010.
M. Saleh and M. Haryanti, “Rancang Bangun Sistem Keamanan Rumah Menggunakan Relay,” J. Teknol. Elektro, Univ. Mercu Buana, vol. 8, no. 2, pp. 87–94, 2017, [Online]. Available: https://media.neliti.com/media/publications/141935-ID-perancangan-simulasi-sistem-pemantauan-p.pdf.
“e-MP Robinopsnal Bareskrim Polri.pdf.” .
H. Ocktilia, Y. S. Ismudiyati, and B. Rusyidi, “Social Transformation of Rural Communities Towards Independent Prosperous Village in Indonesia,” … Conf. Soc. …, no. March, 2020.
M. S. Sungkar, T. Elektronika, P. Harapan, and B. Tegal, “SISTEM KEAMANAN RUMAH BERBASIS INTERNET OF THINGS,” vol. 9, no. 2, pp. 1–3, 2020.
M. Derbali, “Toward Secure Door Lock System: Development IoT Smart Door Lock Device,” pp. 1–28, 2023, [Online]. Available: https://doi.org/10.22541/au.168055385.54003954/v1.
S. Wankhade, S. Gurbhele, D. Apage, and C. Bore, “Smart Door Lock System Using Blockchain Based on Solana Technology,” Int. J. Eng. Appl. Sci. Technol., vol. 8, no. 3, pp. 85–88, 2023, doi: 10.33564/ijeast.2023.v08i03.011.
H. Yadu, S. Purbey, and A. K. Choudhary, “Fingerprint Door Lock,” Interantional J. Sci. Res. Eng. Manag., vol. 06, no. 05, pp. 1–4, 2022, doi: 10.55041/ijsrem13541.
Andi Zulkifli Nusri and Ashar Alimuddin, “Rancang Bangun Security Door Lock Menggunakan Fingerprint Berbasis Mikrokontroler,” J. Ilm. Sist. Inf. dan Tek. Inform., vol. 5, no. 1, pp. 23–28, 2022, doi: 10.57093/jisti.v5i1.105.
J. Al-rasyid, M. Nawawi, and C. P. Pratiwi, “Keypad Passcode Design Analysis on Smart Lock Door System IoT Based,” vol. 16, no. 2, 2023.
D. R. Azzizi and Rino, “Rancang Bangun Sistem Keamanan Door Lock Menggunakan E-Ktp Berbasis Arduino Wemos Esp8266,” Algor, vol. 4, no. 1, pp. 21–27, 2022, doi: 10.31253/algor.v4i1.1742.
Achal Meshram, Chetna Kumbhare, Snehal Chaudhari, Sejal Zade, and Hemlata Dakhore, “Face Recognition Based Door Lock System,” Int. J. Sci. Res. Sci. Technol., pp. 395–401, 2022, doi: 10.32628/ijsrst229268.
S. Qureshi, “Face Recognition (Image Processing) based Door Lock using OpenCV, Python and Arduino,” International Journal for Research in Applied Science and Engineering Technology, vol. 8, no. 6. pp. 1208–1214, 2020, doi: 10.22214/ijraset.2020.6197.
S. Abdullah, “Development of Face Recognition Based Smart Door Lock,” International Journal of Advances in Scientific Research and Engineering, vol. 07, no. 07. pp. 01–05, 2021, doi: 10.31695/ijasre.2021.34036.
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