Big data for traffic estimation and prediction: a survey of data and tools

W Jiang, J Luo - Applied System Innovation, 2022 - mdpi.com
Big data have been used widely in many areas, including the transportation industry. Using
various data sources, traffic states can be well estimated and further predicted to improve the …

Enhancing Short-Term Traffic Prediction for Large-Scale Transport Networks by Spatio-Temporal Clustering

M Cebecauer - 2021 - diva-portal.org
Congestion in large cities is responsible for extra travel time, noise, air pollution, CO2
emissions, and more. Transport is one of the main recognized contributors to global …

[图书][B] Utvärdering av hastighetsmätningar med blåtandssensorer: Jämförelse med data från MCS (Motorway Control System)

Å Forsman, A Vadeby, D Gundlegård, R Ringdahl - 2018 - diva-portal.org
The aim of this project was to compare vehicle speed measurements using Bluetooth
detection with radar measurements from a Motorway Control System (MCS). Of particular …

[PDF][PDF] Freeway control under stochastic capacity in a connected vehicle environment based on a dynamic bargaining game approach

S Heshami - 2020 - prism.ucalgary.ca
Traffic congestion on urban freeways has become a serious problem in major metropolitan
areas, causing delays, pollution, reduced road safety and degradation of infrastructure …

Link flow destination distribution estimation based on observed travel times for traffic prediction during incidents

A Danielsson, G Gustafsson - 2020 - diva-portal.org
In a lot of big cities, the traffic network is overloaded, with congestion and unnecessary
emissions as consequence. Therefore, different traffic control methods are useful, especially …