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An inland Wireless Sensor Network system for monitoring seismic activity

机译:用于监测地震活动的内陆无线传感器网络系统

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摘要

Efficient early-warning systems for earthquakes should be able to provide accurate information on the seismic event allowing ample time for precautionary measures. In this paper, an assessment of the feasibility of using a Wireless Sensor Networks (WSNs) for monitoring seismic activity on the island of Mauritius using primary waves (P-waves) is carried out. Mauritius is one of the countries which are highly at risk to natural calamities. A simulation platform is designed and implemented to test the efficiency of a WSN in monitoring seismic activity. The system estimates the location of the hypocenter and the local velocity using time delays in P-wave arrival at each sensing node. Deviations between the estimated and actual quantities are used to study the efficiency of the system. Cross-correlation analysis of the recorded P-wave signals allowed accurate propagation delay estimation up to signal-to-noise ratios (SNRs) as low as -15dB. Time synchronization between the sensing nodes using timing-sync protocol for sensor networks improved the performance of the relocation algorithm by reducing the nodes' clock offsets to within 0.50ms. The proposed system was tested through numerical simulations with various SNRs, sampling frequencies and number of sensing nodes.
机译:高效的地震预警系统应能够提供有关地震事件的准确信息,从而有足够的时间采取预防措施。在本文中,对使用无线传感器网络(WSN)监视毛里求斯岛上一次波(P波)地震活动的可行性进行了评估。毛里求斯是自然灾害风险最高的国家之一。设计并实现了一个仿真平台,以测试WSN在监测地震活动中的效率。该系统使用到达每个感测节点的P波的时间延迟来估计震源的位置和局部速度。估计数量与实际数量之间的差异用于研究系统的效率。记录的P波信号的互相关分析允许准确的传播延迟估计,其信噪比(SNR)高达-15dB。使用用于传感器网络的时序同步协议的传感节点之间的时间同步通过将节点的时钟偏移降低到0.50ms以内,提高了重定位算法的性能。通过数值模拟对各种系统的信噪比,采样频率和传感节点数量进行了测试。

著录项

  • 来源
    《Future generation computer systems》 |2020年第4期|520-532|共13页
  • 作者

  • 作者单位

    Department of Digital Technologies Faculty of Information Communication and Digital Technologies University of Mauritius Reduit Mauritius;

    Department of Electrical and Electronic Engineering Faculty of Engineering University of Mauritius Reduit Mauritius;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Sensor networks; Signal propagation; Seismic activity; Time-synchronization; Numerical simulations;

    机译:传感器网络;信号传播;地震活动;时间同步;数值模拟;

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