VIBRATION CORRECTION WITH KALMAN FILTERING BASED DATA FUSION FOR ABSOLUTE GRAVIMETERS

被引:0
作者
Wen, Yi
Wu, Kang [1 ]
Li, Zhenxing
Yao, Jiamin
Guo, Meiying
Wang, Lijun
机构
[1] Tsinghua Univ, State Key Lab Precis Measurement Technol & Instru, Beijing, Peoples R China
来源
PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2019, VOL 4 | 2020年
关键词
Vibration correction; multi-sensor data fusion; kalman filter; absolute gravimetry;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Free-fall absolute gravimeters are important classical high precision absolute gravimeters in many branches of scientific research. But its performance is always troubled by the ground vibration. Vibration correction method is used to correct the result by detecting the ground vibration with sensors. A Kalman filter based fusion method is proposed to obtain more accurate ground vibration signal by fusing the outputs of the seismometer and the accelerometer. Experiment is conducted with the homemade T-1 absolute gravimeter, the standard deviation of the corrected results using seismometer data and fused data are 586.32 mu Gal (1 mu Gal = 10(-8) m/s(2)) and 508.59 mu Gal respectively, much better than the uncorrected result's 6548.96 mu Gal. The results prove the superiority of fused data over data measured from single sensor. It is believed that the application scene of the vibration correction will be broadened and the performance of the vibration correction will also be improved by using the proposed fusion method in the future.
引用
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页数:6
相关论文
共 14 条
  • [1] Brown JM, 2002, IAG SYMP, V123, P223
  • [2] CESSARO RK, 1994, B SEISMOL SOC AM, V84, P142
  • [3] Review: Inertial Sensors for Low-Frequency Seismic Vibration Measurement
    Collette, C.
    Janssens, S.
    Fernandez-Carmona, P.
    Artoos, K.
    Guinchard, M.
    Hauviller, C.
    Preumont, A.
    [J]. BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA, 2012, 102 (04) : 1289 - 1300
  • [4] Hall DL, 1997, P IEEE, V85, P6, DOI [10.1109/5.554205, 10.1109/ISCAS.1998.705329]
  • [5] MICROSEISMS - COASTAL AND PELAGIC SOURCES
    HAUBRICH, RA
    MCCAMY, K
    [J]. REVIEWS OF GEOPHYSICS, 1969, 7 (03) : 539 - &
  • [6] A new high precision absolute gravimeter
    Hu Hua
    Wu Kang
    Shen Lei
    Li Gang
    Wang Li-Jun
    [J]. ACTA PHYSICA SINICA, 2012, 61 (09)
  • [7] Klein A, 1993, Sensor and Data Fusion Concepts and Applications
  • [8] Kraft D., 1987, Automatica, V23, P807
  • [9] Self-attraction effect and correction on the T-1 absolute gravimeter
    Li, Z.
    Hu, H.
    Wu, K.
    Li, G.
    Wang, G.
    Wang, L. J.
    [J]. METROLOGIA, 2015, 52 (06) : 793 - 799
  • [10] VIBRATION ISOLATION FOR BROAD-BAND GRAVITATIONAL-WAVE ANTENNAS
    SAULSON, PR
    [J]. REVIEW OF SCIENTIFIC INSTRUMENTS, 1984, 55 (08) : 1315 - 1320