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On Dempster-Shafer and bayesian detectors

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4 Author(s)
D. Ghosh ; Dept. of Comput. Sci. & Eng., Pennsylvania State Univ., University Park, PA ; D. A. Pados ; R. Acharya ; J. Llinas

In this correspondence, we examine the relationship between Dempster-Shafer (DS) decision making systems and conventional Bayesian (centralized or distributed) detectors. We establish theoretically that under certain intuitively pleasing DS probability mass assignments the two systems become equivalent. A few numerical studies illustrate the theoretical developments

Published in:

IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)  (Volume:36 ,  Issue: 5 )