TELKOMNIKA Telecommunication Computing Electronics and Control
Traffic flow measurement for smart traffic light system design
Dublin Core
Title
TELKOMNIKA Telecommunication Computing Electronics and Control
Traffic flow measurement for smart traffic light system design
Traffic flow measurement for smart traffic light system design
Subject
Image processing
Pattern recognition
Smart traffic light
Traffic flow management
Vehicle counting
Pattern recognition
Smart traffic light
Traffic flow management
Vehicle counting
Description
Determining congestions on intersection roads can significantly improve the
performance of a traffic light system. One of the everyday problems on our
roads nowadays is the unbalanced traffic on different roads. The blind view
of roads and the dependency on the conventional timer-based traffic light
systems can cause unnecessary delays on some arterial roads on expense of
offering a needless extra pass time on some other secondary minor roads.
In this paper, a foreground extraction model has been built in MATLAB
platform to measure the congestions on the different roads constructing an
intersection. Results show a satisfactory performance in terms of accuracy in
counting cars and in consequence reducing the wait time on some major
roads. System was tested under different weather and lighting conditions,
and results were adequately promising.
performance of a traffic light system. One of the everyday problems on our
roads nowadays is the unbalanced traffic on different roads. The blind view
of roads and the dependency on the conventional timer-based traffic light
systems can cause unnecessary delays on some arterial roads on expense of
offering a needless extra pass time on some other secondary minor roads.
In this paper, a foreground extraction model has been built in MATLAB
platform to measure the congestions on the different roads constructing an
intersection. Results show a satisfactory performance in terms of accuracy in
counting cars and in consequence reducing the wait time on some major
roads. System was tested under different weather and lighting conditions,
and results were adequately promising.
Creator
Mohammed Al-Momin, Mohammed K. Alkhafaji, Mrtdaa M. H. Al-Musawi
Date
Feb 16, 2023
Contributor
peri irawan
Format
pdf
Language
english
Type
text
Files
Collection
Citation
Mohammed Al-Momin, Mohammed K. Alkhafaji, Mrtdaa M. H. Al-Musawi, “TELKOMNIKA Telecommunication Computing Electronics and Control
Traffic flow measurement for smart traffic light system design,” Repository Horizon University Indonesia, accessed May 25, 2025, https://repository.horizon.ac.id/items/show/4578.
Traffic flow measurement for smart traffic light system design,” Repository Horizon University Indonesia, accessed May 25, 2025, https://repository.horizon.ac.id/items/show/4578.