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This letter deals with the problem of track-to-track fusion under unknown correlations. We propose a novel method to construct the correlation terms between tracks from two sensors. We start by showing that the cross-covariance matrix of any two tracks can be expressed as the product of square roots of the tracks’ covariance matrices and a contraction matrix. Then, we propose an optimization problem...