Article | REF: S7224 V1

Merging data - Theory and methods

Author: Jean-François GRANDIN

Publication date: March 10, 2006

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4. Bayesian combination operators

4.1 Upstream combination

Upstream fusion represents a maximum performance limit for the fusion operators presented in the following. Maximum performance is achieved when the assumptions or information taken into account in the model are known with certainty.

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4.1.1 Combining signals for detection

The fusion of two detections is the most elementary example of data fusion. It is assumed that a decision of presence d = H 1 or absence d = H ...

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Bayesian combination operators