Guy Sagi

Extended Kalman Filter for Graph Signals in Nonlinear Dynamic Systems

We consider the problem of recovering random, time-varying graph processes in a nonlinear dynamic system. The Extended Kalman filter (EKF) is a suitable estimator for such dynamics, but its implementation tends to be complex and possibly unstable when tracking high-dimensional graph signals. To tack…