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Satellite-Based Wireless Sensor Development and Deployment Studies for Surface Wave Testing

Although cable-based seismic sensing systems have provided reliable data in the past several decades, they become a bottleneck for large-area monitoring and critical environmental (volcanic eruptions) sensing because of their cost, difficulty in deploying and expanding, and lack of accurate three-di...

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Autores principales: Xu, Pengju, Wang, Wentao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832268/
https://www.ncbi.nlm.nih.gov/pubmed/31600982
http://dx.doi.org/10.3390/s19204364
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author Xu, Pengju
Wang, Wentao
author_facet Xu, Pengju
Wang, Wentao
author_sort Xu, Pengju
collection PubMed
description Although cable-based seismic sensing systems have provided reliable data in the past several decades, they become a bottleneck for large-area monitoring and critical environmental (volcanic eruptions) sensing because of their cost, difficulty in deploying and expanding, and lack of accurate three-dimensional geographic information. In this paper, a new wireless sensing system is designed consisting of a portable satellite device, a self-sustaining power source, a low-cost computational core, and a high-precision sensor. The emphasis of this paper is to implement in low-cost hardware without requirements of highly specialized and expensive data acquisition instruments. Meanwhile, a computational-core-embedded algorithm based on compressive sensing (CS) is also developed to compress data size for transmission and encrypt the measured data preventing information loss. Seismic data captured by the accelerometer sensor are coded into compressive data packages and then transferred via satellite communication to a cloud-based server for storage. Acceleration and GPS information is decrypted by the ℓ(1)-norm minimization optimization algorithm for further processing. In this research, the feasibility of the proposed sensing system for the acquisition of seismic testing is investigated in an outdoor field surface wave testing. Results indicate the proposed low-cost wireless sensing system has the capability of collecting ground motions, transferring data, and sharing GPS information via satellite communication for large area monitoring. In addition, it has a great potential of recovering measurements even with significant data package loss.
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spelling pubmed-68322682019-11-21 Satellite-Based Wireless Sensor Development and Deployment Studies for Surface Wave Testing Xu, Pengju Wang, Wentao Sensors (Basel) Article Although cable-based seismic sensing systems have provided reliable data in the past several decades, they become a bottleneck for large-area monitoring and critical environmental (volcanic eruptions) sensing because of their cost, difficulty in deploying and expanding, and lack of accurate three-dimensional geographic information. In this paper, a new wireless sensing system is designed consisting of a portable satellite device, a self-sustaining power source, a low-cost computational core, and a high-precision sensor. The emphasis of this paper is to implement in low-cost hardware without requirements of highly specialized and expensive data acquisition instruments. Meanwhile, a computational-core-embedded algorithm based on compressive sensing (CS) is also developed to compress data size for transmission and encrypt the measured data preventing information loss. Seismic data captured by the accelerometer sensor are coded into compressive data packages and then transferred via satellite communication to a cloud-based server for storage. Acceleration and GPS information is decrypted by the ℓ(1)-norm minimization optimization algorithm for further processing. In this research, the feasibility of the proposed sensing system for the acquisition of seismic testing is investigated in an outdoor field surface wave testing. Results indicate the proposed low-cost wireless sensing system has the capability of collecting ground motions, transferring data, and sharing GPS information via satellite communication for large area monitoring. In addition, it has a great potential of recovering measurements even with significant data package loss. MDPI 2019-10-09 /pmc/articles/PMC6832268/ /pubmed/31600982 http://dx.doi.org/10.3390/s19204364 Text en © 2019 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
Xu, Pengju
Wang, Wentao
Satellite-Based Wireless Sensor Development and Deployment Studies for Surface Wave Testing
title Satellite-Based Wireless Sensor Development and Deployment Studies for Surface Wave Testing
title_full Satellite-Based Wireless Sensor Development and Deployment Studies for Surface Wave Testing
title_fullStr Satellite-Based Wireless Sensor Development and Deployment Studies for Surface Wave Testing
title_full_unstemmed Satellite-Based Wireless Sensor Development and Deployment Studies for Surface Wave Testing
title_short Satellite-Based Wireless Sensor Development and Deployment Studies for Surface Wave Testing
title_sort satellite-based wireless sensor development and deployment studies for surface wave testing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832268/
https://www.ncbi.nlm.nih.gov/pubmed/31600982
http://dx.doi.org/10.3390/s19204364
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