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Research on Multi-AUVs Data Acquisition System of Underwater Acoustic Communication Network
In order to meet the needs of large-scale underwater operations, the underwater acoustic communication network emerged, marking a historic moment. At the same time, the development of artificial intelligence has promoted the application of intelligent underwater robots in large-scale underwater oper...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320781/ https://www.ncbi.nlm.nih.gov/pubmed/35890771 http://dx.doi.org/10.3390/s22145090 |
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author | Gao, Chunxian Hu, Wenwen Chen, Keyu |
author_facet | Gao, Chunxian Hu, Wenwen Chen, Keyu |
author_sort | Gao, Chunxian |
collection | PubMed |
description | In order to meet the needs of large-scale underwater operations, the underwater acoustic communication network emerged, marking a historic moment. At the same time, the development of artificial intelligence has promoted the application of intelligent underwater robots in large-scale underwater operations, and the research on related algorithms has been gradually promoted. Due to the complexity of underwater operations and the difficulty of replacing batteries, the energy efficiency of intelligent underwater robots is particularly important in multi-AUVs data acquisition systems. In view of the energy consumption of multi-AUVs data acquisition systems in water acoustic cluster networks, this paper proposed the AE (A*-Energy) algorithm for multi-AUVs task assignment and path planning. Through the simulation experiment, it was proved that the AE algorithm proposed in this paper can effectively reduce the energy consumption of multi-AUVs data acquisition systems and has good energy efficiency. |
format | Online Article Text |
id | pubmed-9320781 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93207812022-07-27 Research on Multi-AUVs Data Acquisition System of Underwater Acoustic Communication Network Gao, Chunxian Hu, Wenwen Chen, Keyu Sensors (Basel) Article In order to meet the needs of large-scale underwater operations, the underwater acoustic communication network emerged, marking a historic moment. At the same time, the development of artificial intelligence has promoted the application of intelligent underwater robots in large-scale underwater operations, and the research on related algorithms has been gradually promoted. Due to the complexity of underwater operations and the difficulty of replacing batteries, the energy efficiency of intelligent underwater robots is particularly important in multi-AUVs data acquisition systems. In view of the energy consumption of multi-AUVs data acquisition systems in water acoustic cluster networks, this paper proposed the AE (A*-Energy) algorithm for multi-AUVs task assignment and path planning. Through the simulation experiment, it was proved that the AE algorithm proposed in this paper can effectively reduce the energy consumption of multi-AUVs data acquisition systems and has good energy efficiency. MDPI 2022-07-06 /pmc/articles/PMC9320781/ /pubmed/35890771 http://dx.doi.org/10.3390/s22145090 Text en © 2022 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 Gao, Chunxian Hu, Wenwen Chen, Keyu Research on Multi-AUVs Data Acquisition System of Underwater Acoustic Communication Network |
title | Research on Multi-AUVs Data Acquisition System of Underwater Acoustic Communication Network |
title_full | Research on Multi-AUVs Data Acquisition System of Underwater Acoustic Communication Network |
title_fullStr | Research on Multi-AUVs Data Acquisition System of Underwater Acoustic Communication Network |
title_full_unstemmed | Research on Multi-AUVs Data Acquisition System of Underwater Acoustic Communication Network |
title_short | Research on Multi-AUVs Data Acquisition System of Underwater Acoustic Communication Network |
title_sort | research on multi-auvs data acquisition system of underwater acoustic communication network |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9320781/ https://www.ncbi.nlm.nih.gov/pubmed/35890771 http://dx.doi.org/10.3390/s22145090 |
work_keys_str_mv | AT gaochunxian researchonmultiauvsdataacquisitionsystemofunderwateracousticcommunicationnetwork AT huwenwen researchonmultiauvsdataacquisitionsystemofunderwateracousticcommunicationnetwork AT chenkeyu researchonmultiauvsdataacquisitionsystemofunderwateracousticcommunicationnetwork |