Filtering and Control Performance Bounds with Implications on Asymptotic Separation

摘要

Lower bounds are derived on the error covariance in causally filtering from various nonlinear observation formats, including doubly-stochastic Poisson processes. These lead to performance bounds and conditions for asymptotic separation in stochastic control problems. (Author)