Modelling and Simulation of Traffic Light Control

IF 1.2 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Cybernetics and Information Technologies Pub Date : 2023-09-01 DOI:10.2478/cait-2023-0032
Boriana Vatchova, Yordanka Boneva, Alexander Gegov
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引用次数: 0

Abstract

Abstract This study presents design of traffic light system with feedback control that considers a crossroad in an urban area. Two types of controllers are designed – fuzzy and analytical, which have been tested separately on Aimsun platform through a simulation. The aim of the study is to compare the performance of both controllers in terms of increasing traffic flow and decreasing queue length. The controllers manage the duration of the green light according to the traffic flow. Two different formal models are designed, tested, and compared. They have produced adequate solutions in terms of developing controllers for modeling and simulation of transportation tasks.
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交通信号灯控制的建模与仿真
摘要:本文研究了一种基于反馈控制的城市十字路口交通灯系统设计。设计了模糊控制器和解析控制器两种类型的控制器,并分别在Aimsun平台上进行了仿真测试。本研究的目的是比较两种控制器在增加交通流量和减少队列长度方面的性能。控制器根据交通流量来管理绿灯的持续时间。设计、测试和比较了两种不同的形式化模型。他们在开发用于建模和模拟运输任务的控制器方面提出了适当的解决方案。
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来源期刊
Cybernetics and Information Technologies
Cybernetics and Information Technologies COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
3.20
自引率
25.00%
发文量
35
审稿时长
12 weeks
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