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Research on Self-Balancing System of Autonomous Vehicles Based on Queuing Theory

In order to explore the changes that autonomous vehicles on the road would bring to the current traffic and make full use of the intelligent features of autonomous vehicles, the article defines a self-balancing system of autonomous vehicles. Based on queuing theory and stochastic process, the self-b...

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Detalles Bibliográficos
Autores principales: Li, Huanping, Wang, Jian, Bai, Guopeng, Hu, Xiaowei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271518/
https://www.ncbi.nlm.nih.gov/pubmed/34283152
http://dx.doi.org/10.3390/s21134619
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author Li, Huanping
Wang, Jian
Bai, Guopeng
Hu, Xiaowei
author_facet Li, Huanping
Wang, Jian
Bai, Guopeng
Hu, Xiaowei
author_sort Li, Huanping
collection PubMed
description In order to explore the changes that autonomous vehicles on the road would bring to the current traffic and make full use of the intelligent features of autonomous vehicles, the article defines a self-balancing system of autonomous vehicles. Based on queuing theory and stochastic process, the self-balancing system model with self-balancing characteristics is established to balance the utilization rate of autonomous vehicles under the conditions of ensuring demand and avoiding an uneven distribution of vehicle resources in the road network. The performance indicators of the system are calculated by the MVA (Mean Value Analysis) method. The analysis results show that the self-balancing process could reduce the average waiting time of customers significantly in the system, alleviate the service pressure while ensuring travel demand, fundamentally solve the phenomenon of concentrated idleness after the use of vehicles in the current traffic, maximize the use of the mobile vehicles in the system, and realize the self-balancing of the traffic network while reducing environmental pollution and saving energy.
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spelling pubmed-82715182021-07-11 Research on Self-Balancing System of Autonomous Vehicles Based on Queuing Theory Li, Huanping Wang, Jian Bai, Guopeng Hu, Xiaowei Sensors (Basel) Article In order to explore the changes that autonomous vehicles on the road would bring to the current traffic and make full use of the intelligent features of autonomous vehicles, the article defines a self-balancing system of autonomous vehicles. Based on queuing theory and stochastic process, the self-balancing system model with self-balancing characteristics is established to balance the utilization rate of autonomous vehicles under the conditions of ensuring demand and avoiding an uneven distribution of vehicle resources in the road network. The performance indicators of the system are calculated by the MVA (Mean Value Analysis) method. The analysis results show that the self-balancing process could reduce the average waiting time of customers significantly in the system, alleviate the service pressure while ensuring travel demand, fundamentally solve the phenomenon of concentrated idleness after the use of vehicles in the current traffic, maximize the use of the mobile vehicles in the system, and realize the self-balancing of the traffic network while reducing environmental pollution and saving energy. MDPI 2021-07-05 /pmc/articles/PMC8271518/ /pubmed/34283152 http://dx.doi.org/10.3390/s21134619 Text en © 2021 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
Li, Huanping
Wang, Jian
Bai, Guopeng
Hu, Xiaowei
Research on Self-Balancing System of Autonomous Vehicles Based on Queuing Theory
title Research on Self-Balancing System of Autonomous Vehicles Based on Queuing Theory
title_full Research on Self-Balancing System of Autonomous Vehicles Based on Queuing Theory
title_fullStr Research on Self-Balancing System of Autonomous Vehicles Based on Queuing Theory
title_full_unstemmed Research on Self-Balancing System of Autonomous Vehicles Based on Queuing Theory
title_short Research on Self-Balancing System of Autonomous Vehicles Based on Queuing Theory
title_sort research on self-balancing system of autonomous vehicles based on queuing theory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271518/
https://www.ncbi.nlm.nih.gov/pubmed/34283152
http://dx.doi.org/10.3390/s21134619
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