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Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model

Accurate and fast path calculation is essential for applications such as vehicle navigation systems and transportation network routing. Although many shortest path algorithms for restricted search areas have been developed in the past ten years to speed up the efficiency of path query, the performan...

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Detalles Bibliográficos
Autores principales: Wei, Haitao, Zhang, Shusheng, He, Xiaohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795470/
https://www.ncbi.nlm.nih.gov/pubmed/33396895
http://dx.doi.org/10.3390/s21010203
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author Wei, Haitao
Zhang, Shusheng
He, Xiaohui
author_facet Wei, Haitao
Zhang, Shusheng
He, Xiaohui
author_sort Wei, Haitao
collection PubMed
description Accurate and fast path calculation is essential for applications such as vehicle navigation systems and transportation network routing. Although many shortest path algorithms for restricted search areas have been developed in the past ten years to speed up the efficiency of path query, the performance including the practicability still needs to be improved. To settle this problem, this paper proposes a new method of calculating statistical parameters based on a unidirectional road network model that is more in line with the real world and a path planning algorithm for dynamically restricted search areas that constructs virtual boundaries at a lower confidence level. We conducted a detailed experiment on the proposed algorithm with the real road network in Zhengzhou. As the experiment shows, compared with the existing algorithms, the proposed algorithm improves the search performance significantly in the condition of optimal path under the premise of ensuring the optimal path solution.
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spelling pubmed-77954702021-01-10 Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model Wei, Haitao Zhang, Shusheng He, Xiaohui Sensors (Basel) Article Accurate and fast path calculation is essential for applications such as vehicle navigation systems and transportation network routing. Although many shortest path algorithms for restricted search areas have been developed in the past ten years to speed up the efficiency of path query, the performance including the practicability still needs to be improved. To settle this problem, this paper proposes a new method of calculating statistical parameters based on a unidirectional road network model that is more in line with the real world and a path planning algorithm for dynamically restricted search areas that constructs virtual boundaries at a lower confidence level. We conducted a detailed experiment on the proposed algorithm with the real road network in Zhengzhou. As the experiment shows, compared with the existing algorithms, the proposed algorithm improves the search performance significantly in the condition of optimal path under the premise of ensuring the optimal path solution. MDPI 2020-12-30 /pmc/articles/PMC7795470/ /pubmed/33396895 http://dx.doi.org/10.3390/s21010203 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wei, Haitao
Zhang, Shusheng
He, Xiaohui
Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model
title Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model
title_full Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model
title_fullStr Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model
title_full_unstemmed Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model
title_short Shortest Path Algorithm in Dynamic Restricted Area Based on Unidirectional Road Network Model
title_sort shortest path algorithm in dynamic restricted area based on unidirectional road network model
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7795470/
https://www.ncbi.nlm.nih.gov/pubmed/33396895
http://dx.doi.org/10.3390/s21010203
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AT hexiaohui shortestpathalgorithmindynamicrestrictedareabasedonunidirectionalroadnetworkmodel