A comprehensive review on intelligent traffic management using machine learning algorithms

Y Modi, R Teli, A Mehta, K Shah, M Shah - Innovative infrastructure …, 2022 - Springer
Traffic Clog is the main issue of the fast and evolving world. Due to the rise in the use of
more private vehicles and low road network capacity managing traffic with the traditional …

[PDF][PDF] VANET-based traffic monitoring and incident detection system: A review.

MM Hamdi, L Audah, SA Rashid… - International Journal of …, 2021 - pdfs.semanticscholar.org
As a component of intelligent transport systems (ITS), vehicular ad hoc network (VANET),
which is a subform of manet, has been identified. It is established on the roads based on …

Forecasting vehicular traffic flow using MLP and LSTM

DD Oliveira, M Rampinelli, GZ Tozatto… - Neural Computing and …, 2021 - Springer
This work presents an analysis of Artificial Neural Network (ANN) based forecasting models
for vehicular traffic flow. The forecasting was performed for three periods of time: 1 week, 1 …

An adaptive and distributed traffic management system using vehicular ad-hoc networks

TS Gomides, E Robson, AM de Souza… - Computer …, 2020 - Elsevier
Abstract Traffic Management Systems become an important challenge for large cities due to
the constant growth of vehicles. As the road mesh does not increase as well as the number …

A taxonomy of traffic forecasting regression problems from a supervised learning perspective

JS Angarita-Zapata, AD Masegosa, I Triguero - IEEE Access, 2019 - ieeexplore.ieee.org
One contemporary policy to deal with traffic congestion is the design and implementation of
forecasting methods that allow users to plan ahead of time and decision makers to improve …

Application of metaheuristics for signal optimisation in transportation networks: A comprehensive survey

S Jalili, S Nallaperuma, E Keedwell, A Dawn… - Swarm and Evolutionary …, 2021 - Elsevier
With rapid population growth, there is an urgent need for intelligent traffic control techniques
in urban transportation networks to improve network performance. In an urban transportation …

Intelligent Traffic Management Systems: A review

A Sakr, MI El-Afifi, P Team - Nile journal of communication …, 2023 - njccs.journals.ekb.eg
Recent years have witnessed a colossal increase of vehicles on the roads; unfortunately, the
infrastructure of roads and traffic systems has not kept pace with this growth, resulting in …

Road intersection coordination scheme for mixed traffic (human driven and driver-less vehicles): A systematic review

EF Ozioko, J Kunkel, F Stahl - Science and Information Conference, 2022 - Springer
Autonomous vehicles (AV) are emerging with enormous potentials to solve many
challenging road traffic problems. The AV emergence leads to a paradigm shift in the road …

Intelligent Traffic Management Systems: A review

MI El-afifi, HA Sakr - Nile Journal of Communication and …, 2023 - njccs.journals.ekb.eg
Recent years have witnessed a colossal increase of vehicles on the roads; unfortunately, the
infrastructure of roads and traffic systems has not kept pace with this growth, resulting in …

Urban land-use and traffic congestion: Mapping the interaction

J Kanyepe, M Tukuta, I Chirisa - Journal of Contemporary Urban Affairs, 2021 - ijcua.com
The interaction between transport, land-uses and travel patterns produce diverse
transportation problems in urban cities with traffic congestion as the most visible …