This paper provides a useful supplement note for implementing the Kalman filters. The material presented in this work points out several significant highlights with emphasis on performance evaluation and consistency validation between discrete filter (DKF) continuous (CKF). Several important issues are delivered through comprehensive exposition accompanied by supporting examples, both qualitati...