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Rithesh R N
R V College of Engineering
Computer Science & IT Electrical & Electronics Engineering

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Autonomous Traffic Signal Control using Decision Tree Rithesh R N; Vignesh R.; Anala M. R.
International Journal of Electrical and Computer Engineering (IJECE) Vol 8, No 3: June 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (456.981 KB) | DOI: 10.11591/ijece.v8i3.pp1522-1529

Abstract

The objective of this paper is to introduce an effective and efficient way of traffic signal light control to optimize the traffic signal duration across each lanes and thereby, to minimize or completely eliminate traffic congestion. This paper introduces a new approach to resolve the traffic congestion problem at junctions by making use of decision trees. The vehicle count in the real time traffic video is determined by Image Processing technique. This information is fed to the decision tree based on which the decision is made regarding the status of traffic signal lights of each lane at the junction at any given instant of time.
Co-Authors Anala M. R. Vignesh R.