Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.12 Issue.2

Submission
Last date
28-Apr-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-2. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  SMART TRAFFIC AI MONITORING SYSTEM-AI/ML
PaperId: :  27843
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 6 2025
DUI:    16.0415/IJARIIE-27843
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
PRIYANKA MTRajarajeshwari college of engineering
YASHASWINI TPRajarajeshwari college of engineering
REBEKAH KRajarajeshwari college of engineering
Varshini K MRajarajeshwari college of engineering
Dr. Thippeswamy G RRajarajeshwari college of engineering

Abstract

INFORMATION SCIENCE AND ENGINEERING
Keyword: - Smart Traffic Management, Artificial Intelligence, Toll Collection System, Real-time Analytics, Urban Mobility.
The rapid urbanization and increasing vehicle density in modern cities have created unprecedented challenges in traf- fic management, leading to congestion, pollution, and economic losses. This paper presents a comprehensive AI-based Smart Traffic Management System that leverages artificial intelligence, machine learning, and modern web technolo- gies to optimize traffic flow and revolutionize toll collection processes. The system integrates multiple innovative com- ponents including intelligent toll collection with QR code scanning, real-time traffic monitoring, predictive analytics, and a user-friendly interface for both commuters and administrators. Our approach employs React.js for the fron- tend, TypeScript for type safety, and incorporates advanced features such as real-time data visualization, automated payment processing, and adaptive traffic signal control. The system demonstrates significant improvements in traffic flow efficiency, reduction in waiting times at toll plazas, and enhanced user experience through digital transformation. The implementation includes professional government-style interfaces, secure payment gateways, and comprehensive dashboard analytics for traffic authorities. Experimental results show a 65% reduction in average processing time at toll plazas, a 40% decrease in traffic congestion during peak hours, and a 85% user satisfaction rate. The system’s modular architecture allows for seamless integration with existing infrastructure while providing scalability for future enhancements. This research contributes to the field of intelligent transportation systems by presenting a practical, deployable solution that addresses the critical challenges of modern urban traffic management through the effective application of artificial intelligence and digital technologies. The proposed system not only improves operational ef- ficiency but also provides valuable insights for traffic planning and policy development through comprehensive data analytics and reporting capabilities.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, and Dr. Thippeswamy G R. "SMART TRAFFIC AI MONITORING SYSTEM-AI/ML" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 6 2025 Page 1975-1983
MLA PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, and Dr. Thippeswamy G R. "SMART TRAFFIC AI MONITORING SYSTEM-AI/ML." International Journal Of Advance Research And Innovative Ideas In Education 11.6(2025) : 1975-1983.
APA PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, & Dr. Thippeswamy G R. (2025). SMART TRAFFIC AI MONITORING SYSTEM-AI/ML. International Journal Of Advance Research And Innovative Ideas In Education, 11(6), 1975-1983.
Chicago PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, and Dr. Thippeswamy G R. "SMART TRAFFIC AI MONITORING SYSTEM-AI/ML." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 6 (2025) : 1975-1983.
Oxford PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, and Dr. Thippeswamy G R. 'SMART TRAFFIC AI MONITORING SYSTEM-AI/ML', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, 2025, p. 1975-1983. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/SMART__TRAFFIC__AI__MONITORING__SYSTEM_AI_ML_ijariie27843.pdf (Accessed : ).
Harvard PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, and Dr. Thippeswamy G R. (2025) 'SMART TRAFFIC AI MONITORING SYSTEM-AI/ML', International Journal Of Advance Research And Innovative Ideas In Education, 11(6), pp. 1975-1983IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/SMART__TRAFFIC__AI__MONITORING__SYSTEM_AI_ML_ijariie27843.pdf (Accessed : )
IEEE PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, and Dr. Thippeswamy G R, "SMART TRAFFIC AI MONITORING SYSTEM-AI/ML," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, pp. 1975-1983, Nov-Dec 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/SMART__TRAFFIC__AI__MONITORING__SYSTEM_AI_ML_ijariie27843.pdf [Accessed : ].
Turabian PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, and Dr. Thippeswamy G R. "SMART TRAFFIC AI MONITORING SYSTEM-AI/ML." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 6 ().
Vancouver PRIYANKA MT, YASHASWINI TP, REBEKAH K, Varshini K M, and Dr. Thippeswamy G R. SMART TRAFFIC AI MONITORING SYSTEM-AI/ML. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(6) : 1975-1983. Available from: https://ijariie.com/AdminUploadPdf/SMART__TRAFFIC__AI__MONITORING__SYSTEM_AI_ML_ijariie27843.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Ensemble Models and Explainable AI for Malware DetectionComputer Science M Vandana Download
Smart E-Healthcare SystemComputer EngineeringVattikoti Sai Download
SURVEY ON RETAIL INSIGHT GENERATOR: VISION AI FOR CUSTOMER ANALYTICS AND HEATMAPSComputer EngineeringAmalkrishna K B Download
SMART COLLEGE SECURITY:AI-POWERED IDCARD VIOLATION AND FACE RECOGNITIONSYSTEMComputer science Athira Thomas Download
Consumer Behavioural Analysis Using Advanced Clustering TechniquesComputer Science and EngineeringSupriya Thati Download
A Low-Cost Smartphone-Based Sign Language Translator Using Computer Vision for Real-Time Deaf–Hearing CommunicationComputer Science and EngineeringHarsh Mishra Download
Predicting Stock Market Trends using Deep Learning TechniquesComputer Science and EngineeringAkruthi Shere Download
A SURVEY ON SMART VOTING SYSTEM USING BLOCKCHAINComputer Science EngineeringAleena Shaju Download
A SURVEY ON SECURESCAN 360: CYBER INTEGRATED SYSTEM FOR THREAT DETECTION AND IMAGE AUTHENTICATIONComputer Science and EngineeringAparna Sunil Download
Efficient Use of Dialog Boxes in GUI Development using VB.NETComputer ScienceDR. RISHI MATHUR Download
A SURVEY ON HOPEBITE: AI-POWERED SMART FOOD DISTRIBUTION FOR COMMUNITIES IN NEEDComputer Science and EngineeringJUGAL KRISHNA V S Download
A SURVEY ON ACCIDENT DETECTION AND AUTOMATED EMERGENCY NOTIFICATION SYSTEM USING YOLO V8Computer EngineeringVipin Varghese Download
INVISIBLE DISABILITY AND ROUTINE WELLNESS TRACKERComputer Science and EngineeringAnna Rose Poly Download
A SURVEY ON AI POWERED SELF HEALING CODE DEBUGGERComputer EngineeringNandana Shibu Download
MULTIPLE DISEASE PREDICTION AND DRUG RECOMMENDATION SYSTEM USING MACHINE LEARNINGCOMPUTER ENGINEERING DR. J. AMUTHARAJ Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2026. IJARIIE. All Rights Reserved.