Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1782480628650868736 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4090437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT yanzheping pathplanningmethodforuuvhominganddockinginmovementdisordersenvironment AT dengchao pathplanningmethodforuuvhominganddockinginmovementdisordersenvironment AT chidongnan pathplanningmethodforuuvhominganddockinginmovementdisordersenvironment AT chentao pathplanningmethodforuuvhominganddockinginmovementdisordersenvironment AT houshuping pathplanningmethodforuuvhominganddockinginmovementdisordersenvironment |