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This article focuses on the state estimation of Extended Kalman Filter (EKF) based Visual-Inertial Navigation Systems (VINS). It provides relatively comprehensive preliminaries for better understanding the state estimation problem in VINS. It briefly discusses the linear systems and the multivariate Gaussian distributions, which are highly relevant...
