On Dempster-Shafer and Bayesian Detectors  

Oleh:

Ghosh, Donna ; Pados, Dimitris A. ; Acharya, Raj ; Llinas, James

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Systems, Man, and Cybernetics: Part C Applications and Reviews vol. 36 no. 5 (Sep. 2006), page 688-692.
Topik: Bayes Procedures; Classification; Decision Fusion; Decision Making; Dempster-Shafer (DS) Reasoning; Distributed Detection

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II69.2 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

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.

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