Estimating Signal Timing of Actuated Signal Control Using Pattern Recognition under Connected Vehicle Environment

Using Connected Vehicle Technology for Advanced Signal Control Strategies

A reinforcement learning based traffic signal control algorithm in a connected vehicle environment

The emerging vehicle technologies, i.e. connected vehicle technology and autonomous driving technology, can be beneficial for traffic control and operations. They not only serve as new source of information, but also enable us to control and modify the trajectory of vehicles. Reinforcement learning is widely used to design intelligent control algorithms in various disciplines. This paper provid...

An Adaptive Traffic Signal Control in a Connected Vehicle Environment: A Systematic Review

In the last few years, traffic congestion has become a growing concern due to increasing vehicle ownerships in urban areas. Intersections are one of the major bottlenecks that contribute to urban traffic congestion. Traditional traffic signal control systems cannot adjust the timing pattern depending on road traffic demand. This results in excessive delays for road users. Adaptive traffic signa...

Traffic Signal Control Enhancements Under Vehicle Infrastructure Integration Systems

.......................................................................................................................................... i Executive Summary ...................................................................................................................... 1 PART I: Introduction ...................................................................................................

Optimization of Control Parameters for Adaptive Traffic-Actuated Signal Control

The authors propose a real-time adaptive signal control model that aims to maintain the adaptive functionality of actuated controllers while improving the performance of traffic-actuated control systems. In this model, a flow-prediction algorithm is formulated to estimate the future vehicle arrival flow for each signal phase at the target intersection on the basis of the available signal-timing...