Recursive causal linear filtering for two-dimensional random fields

The causal estimation of a two-parameter Gaussian random field in the presence of an additive, independent, white Gaussian noise is studied. The dynamics of this random field are modeled by partial differential equations from which the recursive filtering equations and the generalized Riccati equation are derived. A specific example is solved in detail.