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An Improved Aerial Target Localization Method with a Single Vector Sensor

This paper focuses on the problems encountered in the actual data processing with the use of the existing aerial target localization methods, analyzes the causes of the problems, and proposes an improved algorithm. Through the processing of the sea experiment data, it is found that the existing algo...

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Detalles Bibliográficos
Autores principales: Zhao, Anbang, Bi, Xuejie, Hui, Juan, Zeng, Caigao, Ma, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5712829/
https://www.ncbi.nlm.nih.gov/pubmed/29135956
http://dx.doi.org/10.3390/s17112619
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author Zhao, Anbang
Bi, Xuejie
Hui, Juan
Zeng, Caigao
Ma, Lin
author_facet Zhao, Anbang
Bi, Xuejie
Hui, Juan
Zeng, Caigao
Ma, Lin
author_sort Zhao, Anbang
collection PubMed
description This paper focuses on the problems encountered in the actual data processing with the use of the existing aerial target localization methods, analyzes the causes of the problems, and proposes an improved algorithm. Through the processing of the sea experiment data, it is found that the existing algorithms have higher requirements for the accuracy of the angle estimation. The improved algorithm reduces the requirements of the angle estimation accuracy and obtains the robust estimation results. The closest distance matching estimation algorithm and the horizontal distance estimation compensation algorithm are proposed. The smoothing effect of the data after being post-processed by using the forward and backward two-direction double-filtering method has been improved, thus the initial stage data can be filtered, so that the filtering results retain more useful information. In this paper, the aerial target height measurement methods are studied, the estimation results of the aerial target are given, so as to realize the three-dimensional localization of the aerial target and increase the understanding of the underwater platform to the aerial target, so that the underwater platform has better mobility and concealment.
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spelling pubmed-57128292017-12-07 An Improved Aerial Target Localization Method with a Single Vector Sensor Zhao, Anbang Bi, Xuejie Hui, Juan Zeng, Caigao Ma, Lin Sensors (Basel) Article This paper focuses on the problems encountered in the actual data processing with the use of the existing aerial target localization methods, analyzes the causes of the problems, and proposes an improved algorithm. Through the processing of the sea experiment data, it is found that the existing algorithms have higher requirements for the accuracy of the angle estimation. The improved algorithm reduces the requirements of the angle estimation accuracy and obtains the robust estimation results. The closest distance matching estimation algorithm and the horizontal distance estimation compensation algorithm are proposed. The smoothing effect of the data after being post-processed by using the forward and backward two-direction double-filtering method has been improved, thus the initial stage data can be filtered, so that the filtering results retain more useful information. In this paper, the aerial target height measurement methods are studied, the estimation results of the aerial target are given, so as to realize the three-dimensional localization of the aerial target and increase the understanding of the underwater platform to the aerial target, so that the underwater platform has better mobility and concealment. MDPI 2017-11-14 /pmc/articles/PMC5712829/ /pubmed/29135956 http://dx.doi.org/10.3390/s17112619 Text en © 2017 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
Zhao, Anbang
Bi, Xuejie
Hui, Juan
Zeng, Caigao
Ma, Lin
An Improved Aerial Target Localization Method with a Single Vector Sensor
title An Improved Aerial Target Localization Method with a Single Vector Sensor
title_full An Improved Aerial Target Localization Method with a Single Vector Sensor
title_fullStr An Improved Aerial Target Localization Method with a Single Vector Sensor
title_full_unstemmed An Improved Aerial Target Localization Method with a Single Vector Sensor
title_short An Improved Aerial Target Localization Method with a Single Vector Sensor
title_sort improved aerial target localization method with a single vector sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5712829/
https://www.ncbi.nlm.nih.gov/pubmed/29135956
http://dx.doi.org/10.3390/s17112619
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