What is it exactly ? From what I saw after a google search, such a filter adapts its coefficients to the data by minimizing a cost function.Could you point me to some research papers on the topic ?Thanks a lot.
The Kalman filter makes a bayesian estimation of a hidden state, given the process and measurement deviations. In my opinion, it doesn't adapt itself to the shape of the data.