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一种改进小波阈值函数的光纤光栅传感信号去噪方法
引用本文:曹京京,胡辽林,赵瑞.一种改进小波阈值函数的光纤光栅传感信号去噪方法[J].传感技术学报,2015,28(4):521-525.
作者姓名:曹京京  胡辽林  赵瑞
作者单位:西安理工大学机械与精密仪器工程学院,西安,710048
基金项目:陕西省自然科学基金项目
摘    要:光纤布拉格光栅( FBG)传感信号中存在的噪声严重影响了其中心波长的检测精度,因此必须进行去噪处理。本文针对传统的小波软、硬阈值函数去噪的不足,提出了一种改进的对数阈值函数,并确定了最优的小波基和分解尺度。仿真表明,本文提出的改进阈值函数去噪后信噪比( SNR)较大,均方根误差( RMSE)较小,其中信噪比比传统的软、硬阈值方法提高了1.5 dB~4 dB。最后通过实验验证了本文方法的去噪效果。

关 键 词:光纤光栅  去噪  小波  阈值函数  信噪比

Improved Threshold De-noising Method of Fiber Bragg Grating Sensor Signal based on Wavelet Transform
CAO Jingjing,HU Liaolin? , ZHAO Rui.Improved Threshold De-noising Method of Fiber Bragg Grating Sensor Signal based on Wavelet Transform[J].Journal of Transduction Technology,2015,28(4):521-525.
Authors:CAO Jingjing  HU Liaolin?  ZHAO Rui
Abstract:Noise in the fiber Bragg grating( FBG) sensing has seriously affected the detection precision of the center wavelength,and it should be processed to reduce noises. A modified logarithmic threshold method is adopted,and the reasonable wavelet basis and decomposition level are determined by analyzing the disadvantages of traditional soft and hard wavelet threshold de-noising methods. The simulation results show that the improved method can obtain the maximum signal-to-noise ratio ( SNR ) and the minimum root mean square error ( RMSE ) , and the SNR improves 1.5 to 4 dB than traditional methods. The de-noising effect of this method is proved by experiments.
Keywords:fiber Bragg grating  de-noising  wavelet  threshold function  signal-to-noise ratio
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