New direct method for Kalman-Bucy filtering system with arbitrary initial condition

The purpose of this paper is to introduce a new direct method for Kalman-Bucy filtering systems. The advantage of the authors' approach is that it is very easy and they no longer need maximal rank condition in their derivation, so the authors' algorithm is universal for any linear system. Furthermore, the authors eliminate the necessity of solving several first order linear partial differential equations.<>