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In a vision-aided autonomous system, it is crucial to have a consistent covariance matrix of the navigation solution. Overconfidence in covariance could lead to significant deviation of the navigation solution and failures of autonomous missions, especially in a global positioning system-denied environment. Consistency of a map-based vision-aided navigation system is investigated in this paper. As...
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