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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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 |
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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 |
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