All-in-one: Certifiable Optimal Distributed Kalman Filter under Unknown Correlations

Eduardo Sebastián, Eduardo Montijano, Carlos Sagüés

The optimal fusion of estimates in a Distributed Kalman Filter (DKF) requires tracking of the complete network error covariance, problematic in terms of memory and communication. A…