Cascade Filter for Precise Gravimeter Signal Processing

被引:0
作者
Zhao, Liye [1 ]
Li, Hongsheng [1 ]
Luo, Cheng [1 ]
机构
[1] Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China
来源
INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL | 2012年 / 15卷 / 12A期
基金
国家教育部博士点专项基金资助;
关键词
Gravimeter signal; Morphological filter; Adaptive Kalman filter; Cascade filter;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to suppress serious background noise and get high precise gravity information from the measurement signal of the precise gravimeter, based on the morphological filter and the improved adaptive Kalman filter, a new cascaded filter method is proposed and applied to filter the gravity signal in real time measurement. In the signal processing procedure, the morphological filter is firstly used to eliminate the heavy pulse noise which sometimes leads to huge deviation error of the system model and depresses the performance of the adaptive Kalman filter. Then, the improved adaptive Kalman filter which uses the gravity anomaly state equation as system equation - is set to estimate the actual gravity signal. Emulations and experiments indicate that either the cascade filter method or the improved adaptive Kalman filter method has the better performance than that of the classical Kalman filter, and the performance of the cascade filter method is the best.
引用
收藏
页码:5411 / 5418
页数:8
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