基于EMD和最小二乘法的基线飘移研究

胡灿阳;陈清军

振动与冲击 ›› 2010, Vol. 29 ›› Issue (3) : 162-167.

PDF(4118 KB)
PDF(4118 KB)
振动与冲击 ›› 2010, Vol. 29 ›› Issue (3) : 162-167.
论文

基于EMD和最小二乘法的基线飘移研究

  • 胡灿阳1,2;陈清军2
作者信息 +

Research on Baseline Drift Using Least-square and EMD

  • Hu Can-yang1,2;Chen Qing-jun2
Author information +
文章历史 +

摘要

模拟和数字加速度仪记录的一个主要问题是参考基线的失真和飘移。在地震作用下的土-结构相互作用分析时,直接由地面加速度记录积分得到的位移通常存在基线飘移。在大跨度结构相互作用分析中,这种飘移会对分析结果带来严重的影响。本文提出了一个简单的方法来移除长周期噪声进行基线调整。首先在时域内对加速度进行最小二乘拟合处理,接着通过EMD提取趋势项来进一步去除积分位移中的长周期影响。通过数值模拟信号和实测记录对比验证了此方法的可靠性。

Abstract

A major problem encountered with both analog and digital accelerograms are distortions and shifts of the reference baseline. Accumulating experience indicates that direct integration of the ground acceleration data provided for seismic soil-structure interaction analysis often causes unrealistic drifts in the derived displacement. The drifts may have a significant effect on large-scale interaction analysis in which the displacement excitation is required as an input. The paper proposes a simple approach to remove long-period noise to acquire a realistic displacement-time series. In this approach, the acceleration data is firstly baseline-corrected in the time domain using the least-square curve fitting technique, and then using empirical mode decomposition (EMD) to extract signal trend to remove effect produced by long-period signal. Both simulated and field measured signal are employed in this study to demonstrate the feasibility of this approach.

关键词

经验模态分解 / 最小二乘法 / 基线飘移 / 趋势项

Key words

empirical mode decomposition / least-square method / baseline drift / trend

引用本文

导出引用
胡灿阳;陈清军. 基于EMD和最小二乘法的基线飘移研究[J]. 振动与冲击, 2010, 29(3): 162-167
Hu Can-yang;Chen Qing-jun. Research on Baseline Drift Using Least-square and EMD[J]. Journal of Vibration and Shock, 2010, 29(3): 162-167
中图分类号: TH165    TN911   

PDF(4118 KB)

Accesses

Citation

Detail

段落导航
相关文章

/