• DocumentCode
    2207268
  • Title

    A multi-frequency filtering procedure for inertial navigation

  • Author

    Agostino, Mattia De

  • Author_Institution
    Environ. & Geo-Eng. Dept., Politec. di Torino, Turino
  • fYear
    2008
  • fDate
    5-8 May 2008
  • Firstpage
    1115
  • Lastpage
    1121
  • Abstract
    This paper present a wavelet-based procedure for the filtering of IMU data both during the alignment and the navigation that automatically changes the cut-off parameter of the multi-resolution analysis. During the alignment procedure a "hard" filtering can in fact be used to evaluate the initial attitude angles, with a cut-off frequency close to 0.5 Hz, whereas a "soft" filtering during the navigation can be used to preserve the information on the accelerations and angular velocity measurements of the sensors, by setting a more elevated cut-off frequency. The proposed de-noising method was applied to a low-cost tactical grade Inertial Measurement Units (Crossbow IMU 700-CA and IMU 400-CC) and an improvement in the signal-to-noise ratio and consequently in the evaluation of the navigation parameters was obtained.
  • Keywords
    angular velocity measurement; filtering theory; inertial navigation; signal denoising; wavelet transforms; Crossbow IMU 400-CC; Crossbow IMU 700-CA; IMU data filtering; angular velocity measurement; denoising method; inertial measurement units; inertial navigation; multifrequency filtering; multiresolution analysis; wavelet-based procedure; Acceleration; Angular velocity; Cutoff frequency; Frequency measurement; Inertial navigation; Information filtering; Information filters; Noise reduction; Velocity measurement; Wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Position, Location and Navigation Symposium, 2008 IEEE/ION
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    978-1-4244-1536-6
  • Electronic_ISBN
    978-1-4244-1537-3
  • Type

    conf

  • DOI
    10.1109/PLANS.2008.4569998
  • Filename
    4569998