Cargando…

TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions

As an impact-source-localization technique, Lamb waves are commonly used to detect low-velocity impact in composite structures. However, the performance of Lamb waves is susceptible under deformation conditions. In this paper, a novel approach combined the Toeplitz approximation method (TAM) and mul...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Zhenghao, Zhong, Yongteng, Xiang, Jiawei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308963/
https://www.ncbi.nlm.nih.gov/pubmed/32498378
http://dx.doi.org/10.3390/s20113151
_version_ 1783549113678168064
author Zhang, Zhenghao
Zhong, Yongteng
Xiang, Jiawei
author_facet Zhang, Zhenghao
Zhong, Yongteng
Xiang, Jiawei
author_sort Zhang, Zhenghao
collection PubMed
description As an impact-source-localization technique, Lamb waves are commonly used to detect low-velocity impact in composite structures. However, the performance of Lamb waves is susceptible under deformation conditions. In this paper, a novel approach combined the Toeplitz approximation method (TAM) and multiple-signal classification (MUSIC) (TAM-MUSIC) to improve impact-source-localization (angle and distance in polar coordinates) accuracy under deformation conditions. The method divided a two-dimensional search of direction and distance into two one-dimensional searches. The impact direction was calculated by the TAM, which was introduced into the steering vector of MUSIC to estimate the distance by scanning the whole monitoring area. An epoxy laminate plate experiment showed that the phase and amplitude of uniform linear-array signals had different average plate curvature that led to poor impact-source-localization accuracy using the MUSIC method. TAM provided high-resolution direction-finding capability, suitable for the pretreatment of Lamb waves. Results showed that the present method, with a small amount of computation and low memory requirement, had higher location-estimation accuracy than that of traditional methods under deformation conditions.
format Online
Article
Text
id pubmed-7308963
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-73089632020-06-25 TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions Zhang, Zhenghao Zhong, Yongteng Xiang, Jiawei Sensors (Basel) Article As an impact-source-localization technique, Lamb waves are commonly used to detect low-velocity impact in composite structures. However, the performance of Lamb waves is susceptible under deformation conditions. In this paper, a novel approach combined the Toeplitz approximation method (TAM) and multiple-signal classification (MUSIC) (TAM-MUSIC) to improve impact-source-localization (angle and distance in polar coordinates) accuracy under deformation conditions. The method divided a two-dimensional search of direction and distance into two one-dimensional searches. The impact direction was calculated by the TAM, which was introduced into the steering vector of MUSIC to estimate the distance by scanning the whole monitoring area. An epoxy laminate plate experiment showed that the phase and amplitude of uniform linear-array signals had different average plate curvature that led to poor impact-source-localization accuracy using the MUSIC method. TAM provided high-resolution direction-finding capability, suitable for the pretreatment of Lamb waves. Results showed that the present method, with a small amount of computation and low memory requirement, had higher location-estimation accuracy than that of traditional methods under deformation conditions. MDPI 2020-06-02 /pmc/articles/PMC7308963/ /pubmed/32498378 http://dx.doi.org/10.3390/s20113151 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
Zhang, Zhenghao
Zhong, Yongteng
Xiang, Jiawei
TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions
title TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions
title_full TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions
title_fullStr TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions
title_full_unstemmed TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions
title_short TAM and MUSIC Approach for Impact-Source Localization under Deformation Conditions
title_sort tam and music approach for impact-source localization under deformation conditions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308963/
https://www.ncbi.nlm.nih.gov/pubmed/32498378
http://dx.doi.org/10.3390/s20113151
work_keys_str_mv AT zhangzhenghao tamandmusicapproachforimpactsourcelocalizationunderdeformationconditions
AT zhongyongteng tamandmusicapproachforimpactsourcelocalizationunderdeformationconditions
AT xiangjiawei tamandmusicapproachforimpactsourcelocalizationunderdeformationconditions