Abstract
The paper deals with the estimation of the noise covariance matrices of a time-varying system described by a state-space model with a time-varying set of sensors. In particular, the measurement difference autocovariance method, is proposed. The method is based on a statistical analysis of linearity transformed measurements leading to a system of linear matrix equations. The theoretical results are discussed and illustrated using a numerical study.
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