Title :
Wavelet Packet Threshold Approach to Denoising Piezoelectricity Gyro Signal
Author :
Zhang Yong-xiang ; Zhao Xiao-Xu ; Yuan Hui-mei ; Zhang Wei-gong
Author_Institution :
Coll. of Inf. Eng., Capital Normal Univ., Beijing
Abstract :
Signals output from the gyros usually contain turbulent noise, which comes down the signal accuracy and lowers the systemspsila function. So denoising is necessary. an algorithm, based on three-layer wavelet packet transform of semisoft threshold, was applied to process the gyropsilas 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.
Keywords :
gyroscopes; piezoelectric devices; signal denoising; wavelet transforms; decomposition coefficient; elimination algorithm; high-frequency transient; piezoelectricity gyro signal denoising; semisoft threshold; three-layer wavelet packet transform; threshold denoising methods; turbulent noise; wavelet packet threshold approach; Algorithm design and analysis; Frequency conversion; Noise reduction; Piezoelectricity; Reconstruction algorithms; Signal analysis; Signal processing; Wavelet analysis; Wavelet packets; Wavelet transforms;
Conference_Titel :
Computer Engineering and Technology, 2009. ICCET '09. International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-3334-6
DOI :
10.1109/ICCET.2009.181