A Heuristic Algorithm to Control Conflicting Nonstationary Traffic Flows
Sign Up to like & getrecommendations! Published in 2018 at "Cybernetics and Systems Analysis"
DOI: 10.1007/s10559-018-0072-6
Abstract: The paper considers the model of a network with the nodes being one-server queueing systems. Non-stationary Poisson flows (traffic flows) are input flows to some queueing systems. A statistical simulation algorithm is proposed. It identifies… read more here.
Keywords: traffic; traffic flows; algorithm control; control conflicting ... See more keywords
Modelling traffic flows and estimating road travel times in transportation network under dynamic disturbances
Sign Up to like & getrecommendations! Published in 2019 at "Transportation"
DOI: 10.1007/s11116-019-09997-3
Abstract: Traffic congestion is a common phenomenon in road transportation networks, especially during peak hours. More accurate prediction of dynamic traffic flows is very important for traffic control and management. However, disturbances caused by the time-varying… read more here.
Keywords: travel times; transportation; rlwr rsm; traffic flows ... See more keywords
PCCN: Parallel Cross Convolutional Neural Network for Abnormal Network Traffic Flows Detection in Multi-Class Imbalanced Network Traffic Flows
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2933165
Abstract: Network attack behavior detection using deep learning is an important research topic in the field of network security. Currently, there are still many challenges in detecting multi-class imbalanced abnormal traffic data. This paper proposed a… read more here.
Keywords: traffic flows; network traffic; pccn; network ... See more keywords
P4Flow: Monitoring Traffic Flows with Programmable Networks
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2021.3109793
Abstract: Cloud providers perform flow monitoring to get insights from the network traffic flows, often using coarse-grained packet counters or packet probing. These approaches give partial information from ongoing flows or introduce significant overhead if the… read more here.
Keywords: traffic; traffic flows; programmable networks; p4flow monitoring ... See more keywords
Model Predictive Control-Based Multivariable Controller for Traffic Flows in Automated Freeway Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Intelligent Transportation Systems Magazine"
DOI: 10.1109/mits.2022.3182648
Abstract: Uncertainties and disturbances in traffic flows will result in performance degradation and even the critical instability of automated freeway systems. To handle these issues, a multivariable model predictive controller is proposed in this article, taking… read more here.
Keywords: controller; traffic; automated freeway; traffic flows ... See more keywords
Urban Traffic Signal Control under Mixed Traffic Flows: Literature Review
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DOI: 10.3390/app13074484
Abstract: Mixed traffic flows are opening up new areas for research and are seen as key drivers in the field of data and services that will make roads safer and more environmentally friendly. Understanding the effects… read more here.
Keywords: traffic signal; signal control; traffic; mixed traffic ... See more keywords
Agent-Based Model for Automaticity Management of Traffic Flows across the Network
Sign Up to like & getrecommendations! Published in 2017 at "Applied Sciences"
DOI: 10.3390/app7090928
Abstract: This paper presents an agent-based model that performs the management of traffic flows in a network with the purpose of observing in a simulation of distinctive congestion scenarios how the automation of the monitoring task… read more here.
Keywords: traffic flows; network; model; agent based ... See more keywords