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Modeling and Optimization of Multiple Unmanned Aerial Vehicles System Architecture Alternatives
Unmanned aerial vehicle (UAV) systems have already been used in civilian activities, although very limitedly. Confronted different types of tasks, multi UAVs usually need to be coordinated. This can be extracted as a multi UAVs system architecture problem. Based on the general system architecture pr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4129171/ https://www.ncbi.nlm.nih.gov/pubmed/25140328 http://dx.doi.org/10.1155/2014/189679 |
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author | Qin, Dongliang Li, Zhifei Yang, Feng Wang, Weiping He, Lei |
author_facet | Qin, Dongliang Li, Zhifei Yang, Feng Wang, Weiping He, Lei |
author_sort | Qin, Dongliang |
collection | PubMed |
description | Unmanned aerial vehicle (UAV) systems have already been used in civilian activities, although very limitedly. Confronted different types of tasks, multi UAVs usually need to be coordinated. This can be extracted as a multi UAVs system architecture problem. Based on the general system architecture problem, a specific description of the multi UAVs system architecture problem is presented. Then the corresponding optimization problem and an efficient genetic algorithm with a refined crossover operator (GA-RX) is proposed to accomplish the architecting process iteratively in the rest of this paper. The availability and effectiveness of overall method is validated using 2 simulations based on 2 different scenarios. |
format | Online Article Text |
id | pubmed-4129171 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-41291712014-08-19 Modeling and Optimization of Multiple Unmanned Aerial Vehicles System Architecture Alternatives Qin, Dongliang Li, Zhifei Yang, Feng Wang, Weiping He, Lei ScientificWorldJournal Research Article Unmanned aerial vehicle (UAV) systems have already been used in civilian activities, although very limitedly. Confronted different types of tasks, multi UAVs usually need to be coordinated. This can be extracted as a multi UAVs system architecture problem. Based on the general system architecture problem, a specific description of the multi UAVs system architecture problem is presented. Then the corresponding optimization problem and an efficient genetic algorithm with a refined crossover operator (GA-RX) is proposed to accomplish the architecting process iteratively in the rest of this paper. The availability and effectiveness of overall method is validated using 2 simulations based on 2 different scenarios. Hindawi Publishing Corporation 2014 2014-07-20 /pmc/articles/PMC4129171/ /pubmed/25140328 http://dx.doi.org/10.1155/2014/189679 Text en Copyright © 2014 Dongliang Qin 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 Qin, Dongliang Li, Zhifei Yang, Feng Wang, Weiping He, Lei Modeling and Optimization of Multiple Unmanned Aerial Vehicles System Architecture Alternatives |
title | Modeling and Optimization of Multiple Unmanned Aerial Vehicles System Architecture Alternatives |
title_full | Modeling and Optimization of Multiple Unmanned Aerial Vehicles System Architecture Alternatives |
title_fullStr | Modeling and Optimization of Multiple Unmanned Aerial Vehicles System Architecture Alternatives |
title_full_unstemmed | Modeling and Optimization of Multiple Unmanned Aerial Vehicles System Architecture Alternatives |
title_short | Modeling and Optimization of Multiple Unmanned Aerial Vehicles System Architecture Alternatives |
title_sort | modeling and optimization of multiple unmanned aerial vehicles system architecture alternatives |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4129171/ https://www.ncbi.nlm.nih.gov/pubmed/25140328 http://dx.doi.org/10.1155/2014/189679 |
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