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An Impact Location Algorithm for Spacecraft Stiffened Structure Based on Posterior Possibility Correlation
In order to ensure the safety of spacecrafts in orbit, impact location is an important part of structural health monitoring systems. In this paper, an impact location algorithm based on posterior probability correlation is proposed to solve the problem, that is, the impact point in the stiffened str...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7014140/ https://www.ncbi.nlm.nih.gov/pubmed/31936435 http://dx.doi.org/10.3390/s20020368 |
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author | Qi, Lei Zeng, Zhoumo Sun, Lichen Rui, Xiaobo Fan, Fan Yue, Guixuan Zhao, Yueyang Feng, Hao |
author_facet | Qi, Lei Zeng, Zhoumo Sun, Lichen Rui, Xiaobo Fan, Fan Yue, Guixuan Zhao, Yueyang Feng, Hao |
author_sort | Qi, Lei |
collection | PubMed |
description | In order to ensure the safety of spacecrafts in orbit, impact location is an important part of structural health monitoring systems. In this paper, an impact location algorithm based on posterior probability correlation is proposed to solve the problem, that is, the impact point in the stiffened structure of a spacecraft is difficult to locate. The algorithm combines the Gaussian cross-correlation possibility weight method and the Bayesian posterior probability method. The cross-correlation possibility weight superposition based on grids was used to reduce the dependence of the accuracy of time difference extraction. Gaussian and normalized fitting were used to compensate the reflection, modal transformation, and amplitude attenuation of a stiffened plate. The location result was further optimized by the posterior probability. The proposed algorithm can be applied to the impact source localization of complex stiffened plate structures. The experiment results showed that the average location error can be 2.57 cm with proper sensor network schemes. |
format | Online Article Text |
id | pubmed-7014140 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70141402020-03-09 An Impact Location Algorithm for Spacecraft Stiffened Structure Based on Posterior Possibility Correlation Qi, Lei Zeng, Zhoumo Sun, Lichen Rui, Xiaobo Fan, Fan Yue, Guixuan Zhao, Yueyang Feng, Hao Sensors (Basel) Article In order to ensure the safety of spacecrafts in orbit, impact location is an important part of structural health monitoring systems. In this paper, an impact location algorithm based on posterior probability correlation is proposed to solve the problem, that is, the impact point in the stiffened structure of a spacecraft is difficult to locate. The algorithm combines the Gaussian cross-correlation possibility weight method and the Bayesian posterior probability method. The cross-correlation possibility weight superposition based on grids was used to reduce the dependence of the accuracy of time difference extraction. Gaussian and normalized fitting were used to compensate the reflection, modal transformation, and amplitude attenuation of a stiffened plate. The location result was further optimized by the posterior probability. The proposed algorithm can be applied to the impact source localization of complex stiffened plate structures. The experiment results showed that the average location error can be 2.57 cm with proper sensor network schemes. MDPI 2020-01-09 /pmc/articles/PMC7014140/ /pubmed/31936435 http://dx.doi.org/10.3390/s20020368 Text en © 2020 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 Qi, Lei Zeng, Zhoumo Sun, Lichen Rui, Xiaobo Fan, Fan Yue, Guixuan Zhao, Yueyang Feng, Hao An Impact Location Algorithm for Spacecraft Stiffened Structure Based on Posterior Possibility Correlation |
title | An Impact Location Algorithm for Spacecraft Stiffened Structure Based on Posterior Possibility Correlation |
title_full | An Impact Location Algorithm for Spacecraft Stiffened Structure Based on Posterior Possibility Correlation |
title_fullStr | An Impact Location Algorithm for Spacecraft Stiffened Structure Based on Posterior Possibility Correlation |
title_full_unstemmed | An Impact Location Algorithm for Spacecraft Stiffened Structure Based on Posterior Possibility Correlation |
title_short | An Impact Location Algorithm for Spacecraft Stiffened Structure Based on Posterior Possibility Correlation |
title_sort | impact location algorithm for spacecraft stiffened structure based on posterior possibility correlation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7014140/ https://www.ncbi.nlm.nih.gov/pubmed/31936435 http://dx.doi.org/10.3390/s20020368 |
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