Optimal observers for a class of continuous linear time-varying stochastic systems

A simple method is presented for avoiding the use of signal differentiation in the design of a least-squares estimator for the state of a linear finite-dimensional time-varying stochastic system when the system outputs are unobscured by additive noise.