A review on computational intelligence methods for controlling traffic signal timing

S Araghi, A Khosravi, D Creighton - Expert systems with applications, 2015 - Elsevier
Urban traffic as one of the most important challenges in modern city life needs practically
effective and efficient solutions. Artificial intelligence methods have gained popularity for …

Multiagent reinforcement learning for integrated network of adaptive traffic signal controllers (MARLIN-ATSC): methodology and large-scale application on downtown …

S El-Tantawy, B Abdulhai… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Population is steadily increasing worldwide, resulting in intractable traffic congestion in
dense urban areas. Adaptive traffic signal control (ATSC) has shown strong potential to …

Adaptive traffic light control in wireless sensor network-based intelligent transportation system

B Zhou, J Cao, X Zeng, H Wu - 2010 IEEE 72nd Vehicular …, 2010 - ieeexplore.ieee.org
We investigate the problem of adaptive traffic light control using real-time traffic information
collected by a wireless sensor network (WSN). Existing studies mainly focused on …

Improving the road and traffic control prediction based on fuzzy logic approach in multiple intersections

S Jafari, Z Shahbazi, YC Byun - Mathematics, 2022 - mdpi.com
Traffic congestion is a significant issue in many countries today. The suggested method is a
novel control method based on multiple intersections considering the kind of traffic light and …

Adaptive traffic signal control algorithms based on probe vehicle data

F Lian, B Chen, K Zhang, L Miao, J Wu… - Journal of Intelligent …, 2021 - Taylor & Francis
In this paper, two new adaptive traffic signal control algorithms are proposed based on data
from probe vehicles to realize the coordinated signal control of arterial roads. One is an …

Review of the fuzzy logic based approach in traffic signal control: Prospects in Saudi Arabia

SM Rahman, NT Ratrout - Journal of transportation Systems engineering …, 2009 - Elsevier
The first implementation of fuzzy logic controller in the literature appeared in 1977, which
shows better performance compared to vehicle actuated controller for a very simplified …

The effectiveness of applying dynamic lane assignment at all approaches of signalized intersection

WKM Alhajyaseen, M Najjar, NT Ratrout… - Case studies on transport …, 2017 - Elsevier
Existing traffic control strategies at signalized intersections aim at the optimization of signal
timing parameters while assuming fixed lane assignments to the movements at each …

过饱和交叉口交通信号控制研究现状与展望

李瑞敏 - 交通运输工程学报, 2013 - transport.chd.edu.cn
为应对日益严峻的信号交叉口拥堵, 总结了过饱和交叉口交通信号控制研究的发展历程和研究
现状, 并分析了未来发展趋势. 介绍了过饱和交通流信号控制的多个目标, 包括最小化延误 …

Queuing theory guided intelligent traffic scheduling through video analysis using Dirichlet process mixture model

SK Kumaran, DP Dogra, PP Roy - Expert Systems with Applications, 2019 - Elsevier
Intelligent traffic signaling is an important part of city road traffic management systems. In
many countries, it is done through supervised/semi-supervised ways. With the advances in …

Intelligent vehicle control at signal‐free intersection under mixed connected environment

H Yang, K Oguchi - IET Intelligent Transport Systems, 2020 - Wiley Online Library
Conflict vehicle movements at intersections are one bottleneck of traffic mobility on urban
networks. Recently, with the development of connected vehicles, regulating conflict …