CHEN Rui-fen, LIU Qing. Research for reducing random error of grating measuring system[J]. 2006, (10): 22-24. DOI: 10.13873/j.1000-97872006.10.008.
减小光栅测量系统随机误差的研究
摘要
在光栅测量系统中
为了提高光栅传感器的测量精度需要对传感器输出的莫尔条纹信号进行细分
但高斯白噪声和脉冲型噪声的存在会影响细分精度。减小噪声干扰的方法一般采用中值和平均滤波
而该方法只适用在静态测量中
对于时变的莫尔条纹信号实现困难。由多项式预测滤波器根据多个已测量的值
预测出当前的测量信号
预测的信号和实际测量信号经过中值滤波后输出
减小光栅测量系统的噪声。最后
通过应用实验验证了该方法的有效性。
Abstract
In grating measurement system
the Moiré signal is subdivided for enhancing accuracy of grating sensor
but the white Gaussian noises and impulsive noises is main cause of impacting accuracy.Generally
median and average filtering is used for denoising
nevertheless
they can be only applied in static signal and can not be applied in dynamic Moiré signal.A value of current signal is predicted by polynomial finite impulse response(FIR) predictors according to many previous samples.The output of the hybrid filter is the median of prediction value and the actual signal value in the middle of filter window.The method is proved to be effective by the simulation experimental.