Inherence of Hard Decision Fusion in Soft Decision Fusion and a Generalized Radix-2 Multistage Decision Fusion Strategy

Inherence of Hard Decision Fusion in Soft Decision Fusion and a Generalized Radix-2 Multistage Decision Fusion Strategy

We consider the problem of decision fusion for binary event detection using a sensor network of nodes with non-identical detection and false-alarm probability pairs. We show that a soft decision fusion rule that is used to make a binary decision inherently possesses a hard decision fusion (HDF) part...

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Bibliographic Details
Main Authors: Kamlesh Gupta, Shabbir N. Merchant, Uday B. Desai
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
AND rule
detection probability
false-alarm probability
hard decision fusion
multistage decision fusion
non-identical nodes
Online Access:https://ieeexplore.ieee.org/document/8468143/

Internet

https://ieeexplore.ieee.org/document/8468143/

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