Distributing the Kalman Filter for Large-Scale Systems

Usman A. Khan, Jose M. F. Moura

This paper derives a \emph{distributed} Kalman filter to estimate a sparsely connected, large-scale, $n-$dimensional, dynamical system monitored by a network of $N$ sensors. Local…