Time-Frequency Analysis of Fiber Optic Gyro Based on HilbertHuang Transform

Wentao Liu, Jieyu Liu, Xiaogang Zhou, Qiang Shen
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引用次数: 0

Abstract

In order to further understand its composition, we use Hilbert-Huang transform to analyze the output signal of the fiber optic gyroscope. First, we use empirical mode decom-position (EMD) to process the original signal, and then we can obtain a series of intrinsic mode functions (IMF). After the Hilbert-Huang transform, the three-dimensional time-frequency spectrum of the IMF is finally received according to the instantaneous parameters of the IMF. In addition, compared with the traditional Allan variance’s object of analysis, in this paper, the method is carried out in the frequency domain for every IMF. On the whole, in contrast with the conventional time-frequency analysis method, such as wavelet time-frequency analysis method, in terms of adaptability and accuracy, the means used in this paper is worth mentioning.
基于hilberthang变换的光纤陀螺时频分析
为了进一步了解其组成,我们使用Hilbert-Huang变换对光纤陀螺仪的输出信号进行分析。首先利用经验模态分解(EMD)对原始信号进行处理,得到一系列内禀模态函数(IMF)。经过Hilbert-Huang变换,最后根据IMF的瞬时参数得到IMF的三维时频谱。此外,与传统的Allan方差分析对象相比,本文的方法在频域上对每个IMF进行分析。总的来说,与传统的时频分析方法如小波时频分析方法相比,本文所采用的方法在适应性和准确性上都是值得一提的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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