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An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis

Wireless sensor networks usually suffer from the issue of time synchronization discrepancy due to environmental effects or clock management collapse. This will result in time delays between the dynamic responses collected by wireless sensors. If non-synchronized dynamic response data are directly us...

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Detalles Bibliográficos
Autores principales: Chen, Yi, Zheng, Xiaoqing, Luo, Yaozhi, Shen, Yanbin, Xue, Yu, Fu, Wenwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9268888/
https://www.ncbi.nlm.nih.gov/pubmed/35808289
http://dx.doi.org/10.3390/s22134784
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author Chen, Yi
Zheng, Xiaoqing
Luo, Yaozhi
Shen, Yanbin
Xue, Yu
Fu, Wenwei
author_facet Chen, Yi
Zheng, Xiaoqing
Luo, Yaozhi
Shen, Yanbin
Xue, Yu
Fu, Wenwei
author_sort Chen, Yi
collection PubMed
description Wireless sensor networks usually suffer from the issue of time synchronization discrepancy due to environmental effects or clock management collapse. This will result in time delays between the dynamic responses collected by wireless sensors. If non-synchronized dynamic response data are directly used for structural modal identification, it leads to the misestimation of modal parameters. To overcome the non-synchronization issue, this study proposes a time synchronization approach to detect and correct asynchronous dynamic responses based on frequency domain decomposition (FDD) with frequency-squeezing processing (FSP). By imposing the expected relationship between modal phase angles extracted from the first-order singular value spectrum, the time lags between different sensors can be estimated, and synchronization can be achieved. The effectiveness of the proposed approach is fully demonstrated by numerical and experimental studies, as well as field measurement of a large-span spatial structure. The results verify that the proposed approach is effective for the time synchronization of wireless accelerometer sensors.
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spelling pubmed-92688882022-07-09 An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis Chen, Yi Zheng, Xiaoqing Luo, Yaozhi Shen, Yanbin Xue, Yu Fu, Wenwei Sensors (Basel) Article Wireless sensor networks usually suffer from the issue of time synchronization discrepancy due to environmental effects or clock management collapse. This will result in time delays between the dynamic responses collected by wireless sensors. If non-synchronized dynamic response data are directly used for structural modal identification, it leads to the misestimation of modal parameters. To overcome the non-synchronization issue, this study proposes a time synchronization approach to detect and correct asynchronous dynamic responses based on frequency domain decomposition (FDD) with frequency-squeezing processing (FSP). By imposing the expected relationship between modal phase angles extracted from the first-order singular value spectrum, the time lags between different sensors can be estimated, and synchronization can be achieved. The effectiveness of the proposed approach is fully demonstrated by numerical and experimental studies, as well as field measurement of a large-span spatial structure. The results verify that the proposed approach is effective for the time synchronization of wireless accelerometer sensors. MDPI 2022-06-24 /pmc/articles/PMC9268888/ /pubmed/35808289 http://dx.doi.org/10.3390/s22134784 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Yi
Zheng, Xiaoqing
Luo, Yaozhi
Shen, Yanbin
Xue, Yu
Fu, Wenwei
An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis
title An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis
title_full An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis
title_fullStr An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis
title_full_unstemmed An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis
title_short An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis
title_sort approach for time synchronization of wireless accelerometer sensors using frequency-squeezing-based operational modal analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9268888/
https://www.ncbi.nlm.nih.gov/pubmed/35808289
http://dx.doi.org/10.3390/s22134784
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