title: Should the Kalman Gain and error covariance matrices be diagonal?
body: <p>I have developed an extended Kalman filter and initialize the Kalman gain matrix, the previous, current and next state error covariance matrices to a diagonal of 1's. After the first sample the matrices are no longer diagonal. Is this correct or should they remain diagonal?</p>