基于提升方案小波的光纤陀螺降噪改进方法

Zhiyong Xie, Zhang Tao, Nong Cheng, Jingyan Song
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引用次数: 0

摘要

为了提高光纤陀螺去噪输出的精度,克服原有小波速度慢的缺点,提出了一种基于懒小波提升方案和混合阈值函数并结合域相对滤波器思想的改进方法。该方法减少了软阈值函数的偏差和硬阈值函数的方差,提高了局部和全局去噪精度,且计算成本低。实际对某光纤陀螺静态和动态输出信号的去噪结果表明了该方法的有效性,时间短,精度高,具有实际应用价值。
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Improved de-noising approach of Fiber Optic Gyroscope based on lifting scheme wavelet
An improved method based on Lazy wavelet lifting scheme and mixed threshold function combined with idea of domain relative filters is proposed for the purpose of enhancing the accuracy of de-noising output of Fiber Optic Gyroscope (FOG) and eliminating the drawback of slow speed of former wavelets. This new method can reduce the bias of soft threshold function and the variance of hard threshold function to increase the local and global de-noising accuracy with the advantage of low computational cost. The de-noise results of one FOG's static and dynamic output signals used in practice demonstrate the validity of this method, less time and high accuracy, and show its value for practical application.
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