Wavelet Packet Threshold Approach to Denoising Piezoelectricity Gyro Signal

被引:1
|
作者
Zhang Yong-xiang [1 ]
Zhao Xiao-xu [1 ]
Yuan Hui-mei [1 ]
Zhang Wei-gong [1 ]
机构
[1] Capital Normal Univ, Coll Informat Engn, Beijing 100037, Peoples R China
关键词
D O I
10.1109/ICCET.2009.181
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Signals output from the Gyros usually contain turbulent noise, which comes down the signal accuracy and lowers the systems' function. So denoising is necessary. an algorithm, based on three-layer wavelet packet transform of semisoft threshold, was applied to process the gyro's state signal. The decomposition coefficient of each node was got from the decomposition of third-layer wavelet packet. We let the high-frequency transient part(greater than threshold)to be zero by a elimination algorithm, reconstructed the nodes to eliminate the noise and period components. This method, compared with soft and hard threshold denoising methods, overcomes their shortcomings and at the same time, its denoisng effects are better than the former two.
引用
收藏
页码:266 / 269
页数:4
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