Work

Autonomous Traffic Signal Control using Decision Tree

Year: 2018
Type: article
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.
Language: English
Open Access status: diamond
OpenAlex ID: W2788712809
FWCI: 0.464
Cites: 5
Cited by: 10
Related to: 10