Peihu Duan

Stochastic Event-triggered Variational Bayesian Filtering

2022 · arXiv (Cornell University)

This paper proposes an event-triggered variational Bayesian filter for remote state estimation with unknown and time-varying noise covariances. After presetting multiple nominal process noise covariances and an initial measurement noise covariance, a variational Bayesian method …