Optimal co-monitoring strategy for coupled dynamics with distributed Kalman filtering

Abstract

In this brief paper, coupled heterogeneous dynamic has been discussed and an optimal co-estimation with distributed Kalman filter strategy is proposed for monitoring such dynamic with consideration of incomplete information scenario. The experiment result shows that proposed co-estimation strategy obtains better effect to estimate the state of coupled heterogeneous monitoring under the noisy environment compared to separate DKF.