Derivation of a suboptimal linear filter

A linear filter using sample extrapolation and averaging is derived and tested. Extensions to include correlated observation noise and incomplete measurement are discussed. The filter is easily implemented for low-order linear plants but is inferior to the Kalman filter for all but the simplest cases.