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Title: :  TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES
PaperId: :  27574
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 5 2025
DUI:    16.0415/IJARIIE-27574
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ms. Pallavi JVIDYA VIKAS INSTITUTE OF ENGINEERING AND TECHNOLOGY MYSURU-570028, KARNATAKA
Ms. Haseena TajVIDYA VIKAS INSTITUTE OF ENGINEERING AND TECHNOLOGY MYSURU-570028, KARNATAKA
Ms. Dhanushree C UVIDYA VIKAS INSTITUTE OF ENGINEERING AND TECHNOLOGY MYSURU-570028, KARNATAKA
Ms. Nanditha K S VIDYA VIKAS INSTITUTE OF ENGINEERING AND TECHNOLOGY MYSURU-570028, KARNATAKA

Abstract

Electronics and Communication Engineering
Smart Cities, Traffic Management, Machine Learning, Image Processing, OpenCV, Arduino, Sustainable Mobility
The rapid increase in vehicle density within urban areas has led to severe traffic congestion, longer travel times, and higher fuel consumption, contributing significantly to air pollution and environmental degradation. Traditional traffic control systems operate with fixed signal timings that cannot adapt to real-time variations in traffic flow. To address this challenge, this project proposes a sustainable traffic prediction and control system designed for smart cities. The system utilizes image processing and machine learning algorithms to analyze live video feeds from intersections and estimate vehicle density in real time. Based on this data, it dynamically adjusts traffic signal durations to optimize flow and reduce congestion. Hardware implementation is achieved using Arduino Uno, cameras, and RFID modules for emergency vehicle detection, enabling automatic priority clearance. The proposed system not only minimizes vehicle idle time and fuel wastage but also enhances road safety and overall traffic efficiency. This adaptive, data- driven approach contributes toward developing intelligent and eco-friendly urban transportation infrastructures.

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IJARIIE Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, and Ms. Nanditha K S . "TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 5 2025 Page 781-789
MLA Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, and Ms. Nanditha K S . "TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES." International Journal Of Advance Research And Innovative Ideas In Education 11.5(2025) : 781-789.
APA Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, & Ms. Nanditha K S . (2025). TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES. International Journal Of Advance Research And Innovative Ideas In Education, 11(5), 781-789.
Chicago Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, and Ms. Nanditha K S . "TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 5 (2025) : 781-789.
Oxford Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, and Ms. Nanditha K S . 'TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 5, 2025, p. 781-789. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/TRAFFIC_PREDICTION_AND_CONTROL_SYSTEM_FOR_SMART_CITIES_ijariie27574.pdf (Accessed : ).
Harvard Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, and Ms. Nanditha K S . (2025) 'TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES', International Journal Of Advance Research And Innovative Ideas In Education, 11(5), pp. 781-789IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/TRAFFIC_PREDICTION_AND_CONTROL_SYSTEM_FOR_SMART_CITIES_ijariie27574.pdf (Accessed : )
IEEE Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, and Ms. Nanditha K S , "TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 5, pp. 781-789, Sep-Oct 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/TRAFFIC_PREDICTION_AND_CONTROL_SYSTEM_FOR_SMART_CITIES_ijariie27574.pdf [Accessed : ].
Turabian Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, and Ms. Nanditha K S . "TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 5 ().
Vancouver Ms. Pallavi J, Ms. Haseena Taj, Ms. Dhanushree C U, and Ms. Nanditha K S . TRAFFIC PREDICTION AND CONTROL SYSTEM FOR SMART CITIES. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(5) : 781-789. Available from: https://ijariie.com/AdminUploadPdf/TRAFFIC_PREDICTION_AND_CONTROL_SYSTEM_FOR_SMART_CITIES_ijariie27574.pdf
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