The simulation result shows that the average percentage of traffic flow has been increased by 31.05% in the proposed adaptive traffic signal control system as compared with the fixed time traffic signal system. It also performs comparatively well in both the traffic situations: balanced vehicle ...
For Smart Management of City Traffic Adaptive Traffic Control System adapts to real time traffic patterns to optimize the traffic flow by dynamically changing the green split timings. ATCS algorithm adjusts traffic signal timings continuously based on the traffic demand at the intersections and anticipat...
LADOT’SADAPTIVELADOT’SADAPTIVE TRAFFICCONTROLSYSTEMTRAFFICCONTROLSYSTEM (ATCS)(ATCS) PresentationattheTRBWorkshoponAdaptive TrafficSignalControlSystems,Sponsoredby SignalSystemsCommittee January9,2000 GENERALDESCRIPTIONGENERALDESCRIPTION PC-basedreal-timeadaptivetrafficcontrolsystem DevelopedbyLADOTstaff Fundingprovided...
Recently, the two-stage stochastic program has been applied to adaptive signal settings, for isolated traffic signal control (Tong et al., 2015), as well as coordinated signal control (Ma et al., 2016, Li et al., 2018) under random arrivals. These control schemes are applied to manipulate...
This research developed an adaptive traffic signal control system named as CARREN (Control Algorithm Retuning paRameters with self performance EvaluatioN) that generates signal parameters automatically to reduce network delay which is directly measured by ITS technologies. In the latest improvement of this...
Reinforcement learning (RL) has been the object of investigation of many recent papers as a promising approach to control such a stochastic environment. The goal of this paper is to analyze the feasibility of RL, particularly the use of Q-learning algorithm for adaptive traffic signal control in...
efficiency in the road network, which is caused by overlarge traffic demand of urban regions at peak time, where traditional traffic light systems are unable to handle, we are proposing a working model of smart adaptive traffic signal control system based on single-agent reinforcement learning ...
The present invention discloses a fuzzy adaptive traffic signal control system and method, which applies to a single point urban road intersection traffic signal control plane. 由交通信号控制装置将车流量检测器与信号显示装置相连接,并将一个交通信号周期划分为若干个互不相交的信号阶段;每个信号阶段通过...
Adaptive Traffic Control Systems (ATCSs), also known as real-time traffic control systems, adjust, in real time, signal timings based on the current traffic conditions, demand, and system capacity. Although there are at least 25 ATCS deployments in the United States, these systems may not be...
A real-time traffic signal control system: architecture, algorithms, and analysis The paper discusses a real-time traffic-adaptive signal control system referred to as RHODES. The system takes as input detector data for real-time measure......