Gate Automation Systems Using Access Control Mechanisms

Aboagye Isaac Adjaye, Dodoo Ebenezer Nii Darko, Nagai James Tei-Mensah, Kumedzro Selorm Kofi, Freitas Sylvester Nana Yaw, Korang John, Ansah Richardson Margaret, Sowah Nii Longdon

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In an era of rapid technological evolution and security advancements, integrating access control mechanisms into daily security systems has become expedient. There is a growing need to enhance security and operational efficiency in controlling access to restricted areas by utilizing advanced access control mechanisms. In this research, a Gate Automation System that implements License Plate Recognition (LPR), Radio Frequency Identification (RFID), biometric scanners, and Mobile phone technology was designed and demonstrated. The development process followed an iterative approach, involving prototyping, simulations, testing, and refinement to ensure system reliability, responsiveness, and robustness. The system featured a user-friendly web application that served as the primary interface for security personnel to monitor and control access to the premises through the gate. The gate automation system integrated multiple access control mechanisms and offered secure and convenient entry options. For the LPR subsystem, we implemented a network IP camera that received images from the environment and processed the images through a Python code designed to detect license plates in real-time. The methodology involved designing a network of sensors and access control devices, managed by a centralized software platform employing machine learning algorithms for threat detection and system optimization. The Results showed a significant reduction in unauthorized access incidents and improved processing times for authorized entries. The findings suggest that implementing such automation systems can substantially enhance access-controlled environments' security efficiency and safety.

Original languageEnglish
Title of host publicationProceedings of the 2024 IEEE 9th International Conference on Adaptive Science and Technology, ICAST 2024
PublisherIEEE Computer Society
ISBN (Electronic)9798350385403
DOIs
Publication statusPublished - 2024
Event9th IEEE International Conference on Adaptive Science and Technology, ICAST 2024 - Accra
Duration: 24 Oct 202426 Oct 2024

Publication series

NameIEEE International Conference on Adaptive Science and Technology, ICAST
ISSN (Print)2326-9413
ISSN (Electronic)2326-9448

Conference

Conference9th IEEE International Conference on Adaptive Science and Technology, ICAST 2024
Country/TerritoryGhana
CityAccra
Period24/10/2426/10/24

Keywords

  • Gate automation
  • GSM controller
  • LPR
  • PoE switch
  • RFID

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