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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM55829

Unauthorized Access Control of Vehicle and Smart Parking System Using IOT And ML

Stream/Area:

-

Subject:

-

Paper ID:

10.55041/IJSREM55829

Volume:

10 |

1 |

Jan 2026

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM55829

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

PG

Prasanna G

MHD

Monika H D

DM

Dhruthi M

GP

Giridhar P

JPS

Jeevan P S

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Abstract

This project develops a Smart Gate and Parking Management System that automates vehicle access control and real-time parking monitoring using IoT, AI, and cloud computing. The system uses RFID authentication and AI-based number plate recognition (ANPR) to verify vehicles, infrared sensors to detect parking slot occupancy, and a servo motor to control gate access automatically. Data is synchronized with Firebase and displayed on a Django web dashboard for real-time monitoring. The dual-microcontroller architecture (Arduino UNO + ESP8266 NodeMCU) ensures reliable hardware control and seamless cloud communication. The system achieves 93%+ plate detection accuracy, operates with minimal latency, and eliminates manual parking management while supporting future scalability for multiple gates and expanded facilities.

KEYWORDS

Smart Parking Management System Automatic Number Plate Recognition(ANPR) YOLOv8 Paddle OCR Machine Learning CNN (Convolutional Neural Network) Internet of Things (IoT) Firebase Realtime Database Django Framework RFID Authentication OpenCV Embedded Systems Python

Cite This Article

Prasanna G, Monika H D, Dhruthi M, Giridhar P, Jeevan P S, "Unauthorized Access Control of Vehicle and Smart Parking System Using IOT And ML," International Journal of Scientific Research in Engineering and Management, vol. 10, no. 1, Jan 2026. https://doi.org/10.55041/IJSREM55829

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Publication Date

5/31/2026

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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5

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Conflict of Interest

The authors declare no conflict of interest related to this research work.

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No funding information available for this research.

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