An Extended Base Belief Function in Dempster–Shafer Evidence Theory and Its Application in Conflict Data Fusion

An Extended Base Belief Function in Dempster–Shafer Evidence Theory and Its Application in Conflict Data Fusion

The Dempster–Shafer evidence theory has been widely applied in the field of information fusion. However, when the collected evidence data are highly conflicting, the Dempster combination rule (DCR) fails to produce intuitive results most of the time. In order to solve this problem, the base belief f...

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Bibliographic Details
Main Authors: Dingyi Gan, Bin Yang, Yongchuan Tang
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Mathematics
Subjects:
Dempster–Shafer (D-S) evidence theory
belief function
non-exhaustive frame of discernment (FOD)
base belief function
conflicting evidence
generalized combination rule
Online Access:https://www.mdpi.com/2227-7390/8/12/2137

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https://www.mdpi.com/2227-7390/8/12/2137

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