研究基于MEMS加速器的户外地面振动信号的定位方法
Runping Liu1, Xiuyan Zhao1, Bin Zhou2
1School of Information Science and Engineering, Shandong Agricultural University, Tai'an 271018, China.
Sensors (Basel, Switzerland)
|September 27, 2025
概括
这项研究引入了一种新的方法,用于使用地下传感器精确定位户外振动源. 它在定位方面实现了高精度,这对于敏感区域的入侵检测至关重要.
科学领域:
- 地质物理学 地质物理学
- 传感器技术 传感器技术
- 信号处理 信号处理
背景情况:
- 关键区域需要强大的入侵检测和精确的定位能力.
- 现有的户外振动源定位方法在准确性和环境适应性方面面临挑战.
研究的目的:
- 开发和验证一个高精度的户外地面振动源定位方法.
- 通过使用地下MEMS加速度计来增强在关键区域的入侵检测.
主要方法:
- 使用粒子群优化 (PSO) 优化传感器阵列配置,以最大限度地减少精度的几何稀释 (GDOP).
- 提出了一种新的滑窗导数 (SWD) 算法,用于准确地估计振动信号的时间延迟.
- 采用STA/LTA-AIC和基于到达时差 (TDOA) 的改进的两步加权最小方程方法来定位源.
主要成果:
- 实现了0.095米的平均位置误差.
- 实现了0.935度的平均方向误差.
- 证明了该方法在户外环境中高精度定位方面的有效性.
结论:
- 开发的方法有效地以高精度定位户外地面振动源.
- 地下部署的MEMS加速度计与新的信号处理技术相结合,为入侵检测提供了可行的解决方案.
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