An equation for estimating Kalman gain based on the finite-interval stochastic realization

摘要

This paper derives an equation for estimating the Kalman gain based on the finite-interval stochastic realization. It also proposes an algorithm for better estimates for the Kalman gain, by improving the finite-interval realization algorithm. Numerical simulation shows that the proposed algorithm successfully improves estimates of the Kalman gain.