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