Intelligent traffic signal control based on reinforcement learning with state reduction for smart cities

L Kuang, J Zheng, K Li, H Gao - ACM Transactions on Internet …, 2021 - dl.acm.org
… Efficient signal control at isolated … the signal timing and the traffic demand, leading to high
complexity and reduced learning efficiency. In this article, we propose a traffic signal control

[HTML][HTML] Design and implementation of a smart traffic signal control system for smart city applications

WH Lee, CY Chiu - Sensors, 2020 - mdpi.com
… efficiency, many intelligent transportation systems (ITS) need to be … a smart traffic signal
control (STSC) system is designed and implemented, it supports several smart city transportation

Intelligent traffic light design and control in smart cities: a survey on techniques and methodologies

A Agrawal, R Paulus - International Journal of Vehicle …, 2020 - inderscienceonline.com
… in the area of adaptive traffic light controllers using existing … of an intelligent traffic light
control system implemented at … of smart intersection traffic organisation system and required …

IoT-based traffic prediction and traffic signal control system for smart city

S Neelakandan, MA Berlin, S Tripathi, VB Devi… - Soft Computing, 2021 - Springer
… challenges and thus build intelligent traffic management systems (ITMS). This paper … for
traffic prediction and traffic signal control using a Intel 80,286 microprocessor for a smart city. …

Traffic signal control for smart cities using reinforcement learning

H Joo, SH Ahmed, Y Lim - Computer Communications, 2020 - Elsevier
… flow and distributed the signals accordingly. This paper studied traffic signal control that is
expandable to various intersection structures. As future works, we will study about cooperation …

Automated real‐time intelligent traffic control system for smart cities using wireless sensor networks

A Hilmani, A Maizate, L Hassouni - … and mobile computing, 2020 - Wiley Online Library
… The authors in [9] present a new intelligent traffic monitoring and traffic light control system
(S5) based on wireless sensor networks. These sensor nodes are installed along the roads …

Optimizing traffic signal settings in smart cities

Z Li, M Shahidehpour, S Bahramirad… - … Transactions on Smart …, 2016 - ieeexplore.ieee.org
… This paper proposes a bi-level optimization framework to settle the optimal traffic signal
setting problem. The upper-level problem determines the traffic signal settings to minimize the …

[HTML][HTML] An efficient adaptive traffic light control system for urban road traffic congestion reduction in smart cities

DR Aleko, S Djahel - Information, 2020 - mdpi.com
… algorithm to be used by Traffic Light Control Systems (TLCSs) deployed at … city centres.
The main idea consists in adapting the traffic light cycles duration based on the traffic

An adaptive control method of traffic signal-timing under emergency situations for smart cities

S Hajiebrahimi, S Iranmanesh - … on Intelligent Transportation …, 2018 - ieeexplore.ieee.org
… proposes the Smart Traffic Control (STC) method that controls traffic lights such that the traffic
load … Accordingly, all the traffic lights along the path are recognized and information such as …

A hierarchical framework for intelligent traffic management in smart cities

Z Li, R Al Hassan, M Shahidehpour… - … on smart grid, 2017 - ieeexplore.ieee.org
… operational strategies to meet requirements of smart cities. Such requirements include more
… framework for regulating traffic signals effectively and flexibly in dynamic traffic conditions. …