DocumentCode :
2785043
Title :
Improved de-noising approach of Fiber Optic Gyroscope based on lifting scheme wavelet
Author :
Xie, Zhiyong ; Zhang, Tao ; Cheng, Nong ; Song, Jingyan
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
fYear :
2011
fDate :
7-10 Aug. 2011
Firstpage :
1676
Lastpage :
1681
Abstract :
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.
Keywords :
fibre optic gyroscopes; wavelet transforms; FOG; fiber optic gyroscope; improved denoising approach; lazy wavelet lifting scheme; Accuracy; Correlation; Heuristic algorithms; Noise; Noise reduction; Wavelet analysis; Wavelet transforms; De-noise; FOG; Lifting Scheme; Threshold function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2011 International Conference on
Conference_Location :
Beijing
ISSN :
2152-7431
Print_ISBN :
978-1-4244-8113-2
Type :
conf
DOI :
10.1109/ICMA.2011.5986362
Filename :
5986362
Link To Document :
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