DocumentCode :
3076964
Title :
Study on De-noising of Gyro Signal Based on Wavelet Packet Threshold
Author :
Xue-Yuan, Lin ; Zhi-Bin, XU ; Fa-Mail, Liang
Author_Institution :
Dept. of Electron. Inf. Eng., Naval Aeronaut. & Astronaut. Univ., Yantai, China
Volume :
1
fYear :
2010
fDate :
4-6 June 2010
Firstpage :
342
Lastpage :
345
Abstract :
Pre-processing of the gyro signal is an effective way to improve the accuracy of the gyro. In this paper, the frequency band analysis method based on wavelet packet is used to detect the useful signal from noise which was measured at different angular velocity inputs, thus the effective frequency range gyro signal is identified. Then the gyro´s output is compensated for by wavelet packet dynamic threshold method at different sub-frequency range, thus the smooth motion characteristics of gyro could be improved, and the gyro has high precision in the overall measurement range. The results based on practical measured data show that this method can be applied in the scope of full-scale gyro error compensation, and can effectively improve the accuracy of the gyro output signal.
Keywords :
gyroscopes; signal denoising; wavelet transforms; angular velocity; frequency band analysis; frequency range gyro signal; gyro signal denoising; smooth motion characteristics; wavelet packet dynamic threshold; wavelet packet threshold; Angular velocity; Frequency measurement; Noise measurement; Noise reduction; Signal analysis; Signal detection; Signal processing; Velocity measurement; Wavelet analysis; Wavelet packets; Frequency Band Analysis Method; Gyro De-noising; Threshold function; Wavelet packet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Computing (ICIC), 2010 Third International Conference on
Conference_Location :
Wuxi, Jiang Su
Print_ISBN :
978-1-4244-7081-5
Electronic_ISBN :
978-1-4244-7082-2
Type :
conf
DOI :
10.1109/ICIC.2010.93
Filename :
5514163
Link To Document :
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