An approach providing a rapid reduction of total ignorance in the target identification process is proposed. It is based on a combination of the new Dezert-Smarandache theory (DSmT) for plausible and paradoxical reasoning, and fuzzy set theory. This approach utilizes information from the adjoint sensor and additional information obtained from a priori defined objective and subjective considerations. As a result, the pignistic probabilities for a target’s nature are obtained and analyzed.


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