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This paper mainly deals with the distributed estimation fusion problem when the correlations are unknown. The local estimates are represented as a set of probability density functions, on which a Riemannian structure endowed with the Fisher metric is built. From the perspective of information geometry, the fused density is formulated as the Fisher barycenter in the space of probability densities and...
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