Journal of Deep Learning, Computer Vision and Digital Image Processing
Volume 4 Issue 1 March 2026

Design and Evaluation of an ESP32-Based Smart Helmet Locker Using Student Identity Card Authentication

Muhammad Fathur Rachman (Universitas Negeri Makassar)
Haripuddin (Universitas Negeri Makassar)
Satria Gunawan Zain (Universitas Negeri Makassar)
Jumadi Mabe Parenreng (Universitas Negeri Makassar)
Sanatang (Universitas Negeri Makassar)



Article Info

Publish Date
28 Mar 2026

Abstract

Purpose – To develop and evaluate an ESP32-based smart helmet locker using student identity card (KTM) authentication. Methods – Development followed the ADDIE model. The prototype integrated RFID authentication, a solenoid lock, Google Sheets logging, and Telegram notifications. Controlled tests addressed selected ISO/IEC 25010 quality characteristics, and 24 students completed a study-specific usability questionnaire. Findings – Functional and repeated-operation tests each achieved 100% success under the defined conditions. Mean card-detection, LCD-response, and Telegram-notification times were 1.85, 3.55, and 3.25 seconds. The questionnaire’s mean raw total was 45.00 out of 50; because negative items were not reverse-scored, this value is not a validated overall usability or feasibility score. Research implications – The prototype supports controlled locker access and monitoring in the tested scenarios. A single prototype, internet dependence, and limited user data constrain generalizability. Helmet-theft reduction, comprehensive security, and long-term field reliability were not established. Originality – The study integrates established authentication, control, logging, and notification technologies for a campus helmet-locker application.

Copyrights © 2026






Journal Info

Abbrev

DECODING

Publisher

Subject

Computer Science & IT

Description

The Journal of Deep Learning, Computer Vision and Digital Image Processing (DECODING), covers all topics of artificial intelligence and soft computing and their applications, including but not limited to: • Neural networks • Reasoning and evolution • Intelligent search • Intelligent planning ...