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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6832268 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT xupengju satellitebasedwirelesssensordevelopmentanddeploymentstudiesforsurfacewavetesting AT wangwentao satellitebasedwirelesssensordevelopmentanddeploymentstudiesforsurfacewavetesting |