DocumentCode
2838367
Title
Application of wavelet threshold method to DTG signal processing
Author
Cai, Tao ; Gan, Minggang ; Yu, Ting
Author_Institution
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
fYear
2010
fDate
26-28 May 2010
Firstpage
1553
Lastpage
1556
Abstract
In the process of azimuth measuring, the output signal of a gyro always contains noises caused by gyro drifting and ambient environmental influence. In order to reduce the noises and recover the original signal, conventional digital filtering methods such as IIR and FIR could be used. But the outputs of these filters would be distorted or in lack of smoothness under some special conditions. Wavelet analysis is suitable to this circumstance for its characteristic of multi-resolution of time and frequency and localization in space. Therefore, a wavelet threshold filter is designed, and the simulating result is given. A comparison was made on the results of wavelet threshold, IIR and FIR filtering method. The analysis demonstrates that wavelet threshold filtering performance is the best.
Keywords
FIR filters; IIR filters; gyroscopes; signal processing; wavelet transforms; DTG signal processing; FIR filters; IIR filters; azimuth measurement process; digital filtering methods; dynamically tuned gyro; finite impulse response filters; infinite impulse response filters; wavelet threshold method; Azimuth; Distortion measurement; Filtering; Finite impulse response filter; IIR filters; Noise measurement; Noise reduction; Signal processing; Wavelet analysis; Working environment noise; Digital filtering; FIR; Gyro; IIR; Wavelet threshold filtering;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location
Xuzhou
Print_ISBN
978-1-4244-5181-4
Electronic_ISBN
978-1-4244-5182-1
Type
conf
DOI
10.1109/CCDC.2010.5498275
Filename
5498275
Link To Document