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Underground Microseismic Event Monitoring and Localization within Sensor Networks
Locating underground microseismic events is important for monitoring subsurface activity and understanding the planetary subsurface evolution. Due to bandwidth limitations, especially in applications involving planetarily-distributed sensor networks, networks should be designed to perform the locali...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8073147/ https://www.ncbi.nlm.nih.gov/pubmed/33920498 http://dx.doi.org/10.3390/s21082830 |
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author | Wang, Sili Panning, Mark P. Vance, Steven D. Song, Wenzhan |
author_facet | Wang, Sili Panning, Mark P. Vance, Steven D. Song, Wenzhan |
author_sort | Wang, Sili |
collection | PubMed |
description | Locating underground microseismic events is important for monitoring subsurface activity and understanding the planetary subsurface evolution. Due to bandwidth limitations, especially in applications involving planetarily-distributed sensor networks, networks should be designed to perform the localization algorithm in-situ, so that only the source location information needs to be sent out, not the raw data. In this paper, we propose a decentralized Gaussian beam time-reverse imaging (GB-TRI) algorithm that can be incorporated to the distributed sensors to detect and locate underground microseismic events with reduced usage of computational resources and communication bandwidth of the network. After the in-situ distributed computation, the final real-time location result is generated and delivered. We used a real-time simulation platform to test the performance of the system. We also evaluated the stability and accuracy of our proposed GB-TRI localization algorithm using extensive experiments and tests. |
format | Online Article Text |
id | pubmed-8073147 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80731472021-04-27 Underground Microseismic Event Monitoring and Localization within Sensor Networks Wang, Sili Panning, Mark P. Vance, Steven D. Song, Wenzhan Sensors (Basel) Article Locating underground microseismic events is important for monitoring subsurface activity and understanding the planetary subsurface evolution. Due to bandwidth limitations, especially in applications involving planetarily-distributed sensor networks, networks should be designed to perform the localization algorithm in-situ, so that only the source location information needs to be sent out, not the raw data. In this paper, we propose a decentralized Gaussian beam time-reverse imaging (GB-TRI) algorithm that can be incorporated to the distributed sensors to detect and locate underground microseismic events with reduced usage of computational resources and communication bandwidth of the network. After the in-situ distributed computation, the final real-time location result is generated and delivered. We used a real-time simulation platform to test the performance of the system. We also evaluated the stability and accuracy of our proposed GB-TRI localization algorithm using extensive experiments and tests. MDPI 2021-04-17 /pmc/articles/PMC8073147/ /pubmed/33920498 http://dx.doi.org/10.3390/s21082830 Text en © 2021 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 Wang, Sili Panning, Mark P. Vance, Steven D. Song, Wenzhan Underground Microseismic Event Monitoring and Localization within Sensor Networks |
title | Underground Microseismic Event Monitoring and Localization within Sensor Networks |
title_full | Underground Microseismic Event Monitoring and Localization within Sensor Networks |
title_fullStr | Underground Microseismic Event Monitoring and Localization within Sensor Networks |
title_full_unstemmed | Underground Microseismic Event Monitoring and Localization within Sensor Networks |
title_short | Underground Microseismic Event Monitoring and Localization within Sensor Networks |
title_sort | underground microseismic event monitoring and localization within sensor networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8073147/ https://www.ncbi.nlm.nih.gov/pubmed/33920498 http://dx.doi.org/10.3390/s21082830 |
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