Cargando…
A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system
Fully actuated signal controls are becoming increasingly popular in modern urban environments, attempting to reduce congestion locally, synchronize flows, or prioritize specific types of vehicles. This trend is expected to grow as more vehicles are expected to communicate via Vehicle-to-Infrastructu...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10139941/ https://www.ncbi.nlm.nih.gov/pubmed/37122927 http://dx.doi.org/10.1016/j.dib.2023.109117 |
_version_ | 1785033055385157632 |
---|---|
author | Genser, Alexander Makridis, Michail A. Yang, Kaidi Abmühl, Lukas Menendez, Monica Kouvelas, Anastasios |
author_facet | Genser, Alexander Makridis, Michail A. Yang, Kaidi Abmühl, Lukas Menendez, Monica Kouvelas, Anastasios |
author_sort | Genser, Alexander |
collection | PubMed |
description | Fully actuated signal controls are becoming increasingly popular in modern urban environments, attempting to reduce congestion locally, synchronize flows, or prioritize specific types of vehicles. This trend is expected to grow as more vehicles are expected to communicate via Vehicle-to-Infrastructure (V2I) communication. The presented dataset contains cleaned observations from a fully actuated signal control system with priority for public transportation. Time series data of traffic signals that regulate vehicle, public transportation, bicycle, and pedestrian traffic flows are available, showing where a traffic signal operates in a red or green phase. Also, loop detector data representing the occupancy at several locations at an urban intersection in Zurich, Switzerland is available. The data of all traffic signals and loop detectors corresponds to January and February 2019 and has a resolution of 1 s. Recent advances in transportation science show novel approaches for signalized intersections, but most publications assess their methodology on self-collected or simulated data. Therefore, the presented dataset aims at facilitating the development, calibration, and validation of novel methodological developments for modeling, estimation, forecasting, and other tasks in traffic engineering. Furthermore, it can be used as a real-world benchmark dataset for objectively comparing different methodologies. |
format | Online Article Text |
id | pubmed-10139941 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-101399412023-04-29 A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system Genser, Alexander Makridis, Michail A. Yang, Kaidi Abmühl, Lukas Menendez, Monica Kouvelas, Anastasios Data Brief Data Article Fully actuated signal controls are becoming increasingly popular in modern urban environments, attempting to reduce congestion locally, synchronize flows, or prioritize specific types of vehicles. This trend is expected to grow as more vehicles are expected to communicate via Vehicle-to-Infrastructure (V2I) communication. The presented dataset contains cleaned observations from a fully actuated signal control system with priority for public transportation. Time series data of traffic signals that regulate vehicle, public transportation, bicycle, and pedestrian traffic flows are available, showing where a traffic signal operates in a red or green phase. Also, loop detector data representing the occupancy at several locations at an urban intersection in Zurich, Switzerland is available. The data of all traffic signals and loop detectors corresponds to January and February 2019 and has a resolution of 1 s. Recent advances in transportation science show novel approaches for signalized intersections, but most publications assess their methodology on self-collected or simulated data. Therefore, the presented dataset aims at facilitating the development, calibration, and validation of novel methodological developments for modeling, estimation, forecasting, and other tasks in traffic engineering. Furthermore, it can be used as a real-world benchmark dataset for objectively comparing different methodologies. Elsevier 2023-04-05 /pmc/articles/PMC10139941/ /pubmed/37122927 http://dx.doi.org/10.1016/j.dib.2023.109117 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Genser, Alexander Makridis, Michail A. Yang, Kaidi Abmühl, Lukas Menendez, Monica Kouvelas, Anastasios A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system |
title | A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system |
title_full | A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system |
title_fullStr | A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system |
title_full_unstemmed | A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system |
title_short | A traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system |
title_sort | traffic signal and loop detector dataset of an urban intersection regulated by a fully actuated signal control system |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10139941/ https://www.ncbi.nlm.nih.gov/pubmed/37122927 http://dx.doi.org/10.1016/j.dib.2023.109117 |
work_keys_str_mv | AT genseralexander atrafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT makridismichaila atrafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT yangkaidi atrafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT abmuhllukas atrafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT menendezmonica atrafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT kouvelasanastasios atrafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT genseralexander trafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT makridismichaila trafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT yangkaidi trafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT abmuhllukas trafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT menendezmonica trafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem AT kouvelasanastasios trafficsignalandloopdetectordatasetofanurbanintersectionregulatedbyafullyactuatedsignalcontrolsystem |