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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7795470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT weihaitao shortestpathalgorithmindynamicrestrictedareabasedonunidirectionalroadnetworkmodel AT zhangshusheng shortestpathalgorithmindynamicrestrictedareabasedonunidirectionalroadnetworkmodel AT hexiaohui shortestpathalgorithmindynamicrestrictedareabasedonunidirectionalroadnetworkmodel |