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3. Combination rules
Combination is the fundamental operator in data fusion. It enables us to obtain information that is more complete and of better quality than the information delivered by each sensor.
Isabelle Bloch presents a taxonomy of possible operators. We distinguish :
conjunctive operators, which are used when information from different sources is concordant, i.e. without conflict. The mass of belief is then assigned to the intersection of the hypotheses. In so doing, we eliminate information affirmed by one source and totally rejected...
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Combination rules
Bayesian combination operators
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