Title :
A multi-frequency filtering procedure for inertial navigation
Author :
Agostino, Mattia De
Author_Institution :
Environ. & Geo-Eng. Dept., Politec. di Torino, Turino
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;
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
DOI :
10.1109/PLANS.2008.4569998