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Actually, I have found something. Indeed, it is a complicated problem to estimate transition and observation covariances. In Wikedia it says: https://en.wikipedia.org/wiki/Kalman_filter#Estimation_of_the_noise_covariances_Qk_and_Rk Practical implementation of the Kalman Filter is often difficult due to the difficulty of getting a good estimate of the ...

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