DocumentCode
3273280
Title
Denoising the signal of the quartz flexural gravitational sensor by adaptive kalman filtering
Author
Zhao, Chihang ; He, Jie ; Zhao, Liye ; Huang, Libin
Author_Institution
Coll. of Transp., Southeast Univ., Nanjing, China
fYear
2011
fDate
15-17 April 2011
Firstpage
3792
Lastpage
3795
Abstract
JSD-I/A quartz flexural gravitational sensor (JQFGS) is an important component of the underwater navigation gravimeter, and the method of denoising the output signal of JQFGS by time series analysis and adaptive kalman filtering is researched. Firstly, the time-series models of JQFGS´s signal are analyzed, and AR(3), AR(4) and AR(5) models are used to approximate the output system equation of JQFGS. Secondly, Sage-Husa adaptive kalman filter is applied to denoise the output signal of JQFGS. The mean square deviations of JQFGS´s signal before denoising experiments is 2.352537×10-9V and become 1.916178×10-9V, 1.902123×10-9V and 1.8891415×10-9V after denoising experiments. The experiments results indicate that the method modeling the output signal of JQFGS by using time-series analysis, approximating the output system equation of JQFGS by using time-series model and denoising the signal of JQFGS by using Sage-Husa adaptive kalman filter is feasible.
Keywords
adaptive Kalman filters; gravimeters; navigation; oceanographic equipment; quartz; sensors; signal denoising; time series; AR(3) model; AR(4) model; AR(5) model; JSD-I/A quartz flexural gravitational sensor; Sage-Husa adaptive Kalman filter; SiO2; signal denoising; time series analysis; time series model; underwater navigation gravimeter; Adaptation model; Analytical models; Kalman filters; Mathematical model; Noise reduction; Time series analysis; JSD-I/A quartz flexural gravitational sensor; adaptive Kalman filtering; gravimeter; time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Information and Control Engineering (ICEICE), 2011 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-8036-4
Type
conf
DOI
10.1109/ICEICE.2011.5777257
Filename
5777257
Link To Document