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Path Planning Method for UUV Homing and Docking in Movement Disorders Environment

Path planning method for unmanned underwater vehicles (UUV) homing and docking in movement disorders environment is proposed in this paper. Firstly, cost function is proposed for path planning. Then, a novel particle swarm optimization (NPSO) is proposed and applied to find the waypoint with minimum...

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Detalles Bibliográficos
Autores principales: Yan, Zheping, Deng, Chao, Chi, Dongnan, Chen, Tao, Hou, Shuping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4090437/
https://www.ncbi.nlm.nih.gov/pubmed/25054169
http://dx.doi.org/10.1155/2014/246469
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author Yan, Zheping
Deng, Chao
Chi, Dongnan
Chen, Tao
Hou, Shuping
author_facet Yan, Zheping
Deng, Chao
Chi, Dongnan
Chen, Tao
Hou, Shuping
author_sort Yan, Zheping
collection PubMed
description Path planning method for unmanned underwater vehicles (UUV) homing and docking in movement disorders environment is proposed in this paper. Firstly, cost function is proposed for path planning. Then, a novel particle swarm optimization (NPSO) is proposed and applied to find the waypoint with minimum value of cost function. Then, a strategy for UUV enters into the mother vessel with a fixed angle being proposed. Finally, the test function is introduced to analyze the performance of NPSO and compare with basic particle swarm optimization (BPSO), inertia weight particle swarm optimization (LWPSO, EPSO), and time-varying acceleration coefficient (TVAC). It has turned out that, for unimodal functions, NPSO performed better searching accuracy and stability than other algorithms, and, for multimodal functions, the performance of NPSO is similar to TVAC. Then, the simulation of UUV path planning is presented, and it showed that, with the strategy proposed in this paper, UUV can dodge obstacles and threats, and search for the efficiency path.
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spelling pubmed-40904372014-07-22 Path Planning Method for UUV Homing and Docking in Movement Disorders Environment Yan, Zheping Deng, Chao Chi, Dongnan Chen, Tao Hou, Shuping ScientificWorldJournal Research Article Path planning method for unmanned underwater vehicles (UUV) homing and docking in movement disorders environment is proposed in this paper. Firstly, cost function is proposed for path planning. Then, a novel particle swarm optimization (NPSO) is proposed and applied to find the waypoint with minimum value of cost function. Then, a strategy for UUV enters into the mother vessel with a fixed angle being proposed. Finally, the test function is introduced to analyze the performance of NPSO and compare with basic particle swarm optimization (BPSO), inertia weight particle swarm optimization (LWPSO, EPSO), and time-varying acceleration coefficient (TVAC). It has turned out that, for unimodal functions, NPSO performed better searching accuracy and stability than other algorithms, and, for multimodal functions, the performance of NPSO is similar to TVAC. Then, the simulation of UUV path planning is presented, and it showed that, with the strategy proposed in this paper, UUV can dodge obstacles and threats, and search for the efficiency path. Hindawi Publishing Corporation 2014 2014-06-22 /pmc/articles/PMC4090437/ /pubmed/25054169 http://dx.doi.org/10.1155/2014/246469 Text en Copyright © 2014 Zheping Yan et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Yan, Zheping
Deng, Chao
Chi, Dongnan
Chen, Tao
Hou, Shuping
Path Planning Method for UUV Homing and Docking in Movement Disorders Environment
title Path Planning Method for UUV Homing and Docking in Movement Disorders Environment
title_full Path Planning Method for UUV Homing and Docking in Movement Disorders Environment
title_fullStr Path Planning Method for UUV Homing and Docking in Movement Disorders Environment
title_full_unstemmed Path Planning Method for UUV Homing and Docking in Movement Disorders Environment
title_short Path Planning Method for UUV Homing and Docking in Movement Disorders Environment
title_sort path planning method for uuv homing and docking in movement disorders environment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4090437/
https://www.ncbi.nlm.nih.gov/pubmed/25054169
http://dx.doi.org/10.1155/2014/246469
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