A centralized and dynamic network congestion classification approach for heterogeneous vehicular networks
F Falahatraftar, S Pierre, S Chamberland - IEEE Access, 2021 - ieeexplore.ieee.org
Network congestion-related studies consist mainly of two parts: congestion detection and
congestion control. Several researchers have proposed different mechanisms to control …
congestion control. Several researchers have proposed different mechanisms to control …
An intelligent congestion avoidance mechanism based on generalized regression neural network for heterogeneous vehicular networks
F Falahatraftar, S Pierre… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The information generated by safety and traffic efficiency applications needs strict
communication requirements to be smoothly exchanged in intelligent transportation system …
communication requirements to be smoothly exchanged in intelligent transportation system …
Distributed classification of urban congestion using VANET
R Al Mallah, A Quintero… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) can efficiently detect traffic congestion, but detection is
not enough, because congestion can be further classified as recurrent and non-recurrent …
not enough, because congestion can be further classified as recurrent and non-recurrent …
[HTML][HTML] Accurate traffic flow prediction in heterogeneous vehicular networks in an intelligent transport system using a supervised non-parametric classifier
Heterogeneous vehicular networks (HETVNETs) evolve from vehicular ad hoc networks
(VANETs), which allow vehicles to always be connected so as to obtain safety services …
(VANETs), which allow vehicles to always be connected so as to obtain safety services …
Traffic congestion identification and reduction
Historical data is increasingly becoming more purposeful in the field of intelligent traffic
systems. Traffic congestion is one of the major challenges in most cities around the world. It …
systems. Traffic congestion is one of the major challenges in most cities around the world. It …
Research and comparison on identification and prediction methods of air traffic network congestion
Z Zhao, J Yuan, Y Liu - 2022 4th International Academic …, 2022 - ieeexplore.ieee.org
Air traffic congestion (ATC) identification and prediction is a prerequisite work for air traffic
flow management (ATFM) and flight delay mitigation. In this paper, we construct the ex-post …
flow management (ATFM) and flight delay mitigation. In this paper, we construct the ex-post …
Entropy-based traffic flow labeling for CNN-based traffic congestion prediction from meta-parameters
MZ Mehdi, HM Kammoun, NG Benayed… - IEEE …, 2022 - ieeexplore.ieee.org
Traffic congestion affects quality of life by inducing frustration and wasting time. The
congestion is also critical to vehicles with high emergencies such as ambulances or police …
congestion is also critical to vehicles with high emergencies such as ambulances or police …
Fog computing for detecting vehicular congestion, an internet of vehicles based approach: A review
A Thakur, R Malekian - IEEE Intelligent Transportation Systems …, 2019 - ieeexplore.ieee.org
Vehicular congestion is directly impacting the efficiency of the transport sector. A wireless
sensor network for vehicular clients is used in Internet of Vehicles based solutions for traffic …
sensor network for vehicular clients is used in Internet of Vehicles based solutions for traffic …
Traffic congestion prediction using deep reinforcement learning in vehicular ad-hoc networks (vanets)
C Pholpol, T Sanguankotchakorn - International Journal of …, 2021 - papers.ssrn.com
In recent years, a new wireless network called vehicular ad-hoc network (VANET), has
become a popular research topic. VANET allows communication among vehicles and with …
become a popular research topic. VANET allows communication among vehicles and with …
Integrating the traffic science with representation learning for city-wide network congestion prediction
Recent studies on traffic congestion prediction have paved a promising path towards the
reduction of potential economic and environmental loss. However, at the city-wide scale …
reduction of potential economic and environmental loss. However, at the city-wide scale …