A Hilbert and Gauss Fitting Peak Searching Algorithm Combined with Wavelet Transform

Guoyou Wang, Dongyou Li, Liang Xing, Shige Chang, Shunjie Han, Hong Jiang
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引用次数: 1

Abstract

Aiming at the interference noise and inherent electronic noise in the demodulation system of FBG sensor network, a new threshold wavelet denoising algorithm is proposed in this paper. Aiming at the demodulation problem after denoising, because the traditional Gaussian fitting algorithm is seriously affected by the spectrum type, the wavelength location of the spectrum adopts a Hilbert transform combined with Gaussian fitting peak finding algorithm, which is verified by Matlab simulation, and the method can reduce the influence of external factors on the spectrum. Compared with other similar algorithms, it can guarantee good measurement accuracy in dealing with asymmetric spectrum and multimodal spectrum.
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结合小波变换的Hilbert - Gauss拟合峰值搜索算法
针对光纤光栅传感器网络解调系统中存在的干扰噪声和固有的电子噪声,提出了一种新的阈值小波去噪算法。针对去噪后的解调问题,由于传统高斯拟合算法受光谱类型影响严重,对光谱的波长定位采用希尔伯特变换结合高斯拟合寻峰算法,并通过Matlab仿真进行验证,该方法可以减少外界因素对光谱的影响。与其他同类算法相比,该算法在处理非对称频谱和多模态频谱时能够保证较好的测量精度。
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