Traffic Congestion, Modeling Approaches to | SpringerLink
WEBUnderstanding of vehicular traffic congestion is the key for effective traffic management, traffic control, organization, and other engineering applications, which should improve …
Congestion in cities: Can road capacity expansions provide a …
WEBAug 1, 2023 · The relationship between traffic speed v and flow q is captured in the identity q = v k; where q is flow (vehicles per hour), v is speed (miles per hour), and k is density …
Research on highway traffic flow prediction model and decision …
WEBNov 19, 2022 · In order to solve the problem of traffic congestion in a certain area, this paper develops a set of traffic optimization decision system.
Understanding congestion propagation by combining percolation …
WEBFeb 1, 2023 · According to the fundamental diagram as shown in Fig. 1, initially uncongested roads will allow traffic flow to increase as vehicle density increases. …
Traffic management systems: A classification, review, …
WEBApr 28, 2017 · In this way, focusing on preventing traffic congestion and improving the overall traffic efficiency, large cities rely on traffic management systems (TMSs), 1–3 which aim to reduce traffic …
The traffic signal control problem for intersections: a …
WEBSep 17, 2020 · The ITSCP seeks an efficient schedule for traffic signal settings at intersections with the goal of maximizing traffic flow while considering various factors such as real-time strategies, signal timing …
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Review Applications of deep learning in congestion …
WEBDec 1, 2021 · As soon as recurring congestion is predicted by a congestion prediction model, alleviation measures can be put in place to reduce the build up of congestion. At the network level, this can be achieved by …
Unraveling reaction-diffusion-like dynamics in urban congestion ...
WEBMar 17, 2020 · We study the dynamical process of congestion formation for large-scale urban networks by exploring a unique dataset of taxi movements in a megacity. We develop a dynamic model based on a reaction...
A simple contagion process describes spreading of traffic jams
WEBApr 7, 2020 · In this study, we present a framework to describe the dynamics of congestion propagation and dissipation of traffic in cities using a simple contagion process, inspired …
Traffic light optimization with low penetration rate vehicle ... | Nature
WEBFeb 20, 2024 · This presents an unprecedented opportunity for traffic signal optimization that can reduce traffic congestion without additional sensor instrumentation on physical …
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