DIFNet learns fusion weights for decentralized information filters from data, matching centralized filter accuracy without knowing measurement-noise correlations.
Chong, Forty years of distributed estimation: A review of noteworthy developments, 2017 Sensor Data Fusion: Trends,705 Solutions, Applications (SDF) (2017) 1–10
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
eess.SP 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
DIFNet: Decentralized Information Filtering Fusion Neural Network with Unknown Correlation in Sensor Measurement Noises
DIFNet learns fusion weights for decentralized information filters from data, matching centralized filter accuracy without knowing measurement-noise correlations.