Cargando…

A Flexible Traffic Signal Coordinated Control Approach and System on Complicated Transportation Control Infrastructure

The transportation control infrastructure serves as the foundation for regional traffic signal control. However, in practice, this infrastructure is often imperfect and complex, characterized by factors such as heterogeneity and uncertainty, which pose significant challenges to existing methods and...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Songhang, Shang, Chunlin, Zhu, Fenghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10346832/
https://www.ncbi.nlm.nih.gov/pubmed/37447644
http://dx.doi.org/10.3390/s23135796
_version_ 1785073406542086144
author Chen, Songhang
Shang, Chunlin
Zhu, Fenghua
author_facet Chen, Songhang
Shang, Chunlin
Zhu, Fenghua
author_sort Chen, Songhang
collection PubMed
description The transportation control infrastructure serves as the foundation for regional traffic signal control. However, in practice, this infrastructure is often imperfect and complex, characterized by factors such as heterogeneity and uncertainty, which pose significant challenges to existing methods and systems. Therefore, this paper proposes a novel approach to coordinated traffic signal control that emphasizes flexibility. To achieve this flexibility, we combine the flexible model of complex networks with robust fuzzy control methods. This approach enables us to overcome the complexity of the transportation control infrastructure and ensure efficient management of traffic signals. Additionally, to ensure long-term operational ease, we develop a regional traffic signal control system using steam computing technology, which provides high scalability and compatibility. Finally, computational experiments are performed to validate adaptability and performance of our proposed approach.
format Online
Article
Text
id pubmed-10346832
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-103468322023-07-15 A Flexible Traffic Signal Coordinated Control Approach and System on Complicated Transportation Control Infrastructure Chen, Songhang Shang, Chunlin Zhu, Fenghua Sensors (Basel) Article The transportation control infrastructure serves as the foundation for regional traffic signal control. However, in practice, this infrastructure is often imperfect and complex, characterized by factors such as heterogeneity and uncertainty, which pose significant challenges to existing methods and systems. Therefore, this paper proposes a novel approach to coordinated traffic signal control that emphasizes flexibility. To achieve this flexibility, we combine the flexible model of complex networks with robust fuzzy control methods. This approach enables us to overcome the complexity of the transportation control infrastructure and ensure efficient management of traffic signals. Additionally, to ensure long-term operational ease, we develop a regional traffic signal control system using steam computing technology, which provides high scalability and compatibility. Finally, computational experiments are performed to validate adaptability and performance of our proposed approach. MDPI 2023-06-21 /pmc/articles/PMC10346832/ /pubmed/37447644 http://dx.doi.org/10.3390/s23135796 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Songhang
Shang, Chunlin
Zhu, Fenghua
A Flexible Traffic Signal Coordinated Control Approach and System on Complicated Transportation Control Infrastructure
title A Flexible Traffic Signal Coordinated Control Approach and System on Complicated Transportation Control Infrastructure
title_full A Flexible Traffic Signal Coordinated Control Approach and System on Complicated Transportation Control Infrastructure
title_fullStr A Flexible Traffic Signal Coordinated Control Approach and System on Complicated Transportation Control Infrastructure
title_full_unstemmed A Flexible Traffic Signal Coordinated Control Approach and System on Complicated Transportation Control Infrastructure
title_short A Flexible Traffic Signal Coordinated Control Approach and System on Complicated Transportation Control Infrastructure
title_sort flexible traffic signal coordinated control approach and system on complicated transportation control infrastructure
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10346832/
https://www.ncbi.nlm.nih.gov/pubmed/37447644
http://dx.doi.org/10.3390/s23135796
work_keys_str_mv AT chensonghang aflexibletrafficsignalcoordinatedcontrolapproachandsystemoncomplicatedtransportationcontrolinfrastructure
AT shangchunlin aflexibletrafficsignalcoordinatedcontrolapproachandsystemoncomplicatedtransportationcontrolinfrastructure
AT zhufenghua aflexibletrafficsignalcoordinatedcontrolapproachandsystemoncomplicatedtransportationcontrolinfrastructure
AT chensonghang flexibletrafficsignalcoordinatedcontrolapproachandsystemoncomplicatedtransportationcontrolinfrastructure
AT shangchunlin flexibletrafficsignalcoordinatedcontrolapproachandsystemoncomplicatedtransportationcontrolinfrastructure
AT zhufenghua flexibletrafficsignalcoordinatedcontrolapproachandsystemoncomplicatedtransportationcontrolinfrastructure