TITLE
The influence of uncertainties of attitude sensors on attitude determination accuracy by linear covariance analysis
AUTHOR
Blomqvist, Johan
DEPARTMENT
Space Science, Kiruna
SUMMARY
The attitude sensors for small spacecraft are often selected from
commercial components to reduce costs. Uncertainties in these sensors
hardware contribute significantly to the accuracy of the attitude solution.
The idea that Linear Covariance techniques can be used to predict the
accuracy of attitude determination systems and assist in their design is
investigated. By using the sensor’s parameter estimated accuracy in a
model, one could calculate the total standard deviation of the attitude
determination by propagate errors through the estimation and use simple
Root-Sum-Square. The linearization of the estimation process as a function
of error sources can be done automatically using software linearization
tools. Generalized Matrix Laboratory (MATLAB) M-functions using this
technique are written in order to provide a tool for estimating the
attitude determination accuracy of a small spacecraft. This tool were
applied to a satellite dynamics truth model developed at Satellite Dynamics
Laboratory, UTAH, USA, in order to quantify the effects of sensor
uncertainties on this particular spacecraft’s attitude determination
accuracy. Many error sources, including sensor mounting, bias drift, sensor
noise and thermal fluctuations were examined. As expected, primary
contributors to the error were identified. Design actions such as other
processing methods, sensor calibration and alignment methods to meet the
required system specifications were suggested based on the analysis.
ISSN 1653-0187 / ISRN LTU-PB-EX--10/002--SE / NR 2010:002
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