A new method for evaluating the log-likelihood gradient (score) of linear dynamic systems is presented, based on the optimal smoothing equations. The new result can be used for efficient calculations and approximations of gradient-search algorithms for maximum likelihood estimation of the unknown system parameters.
|Number of pages||4|
|Journal||IEEE Transactions on Automatic Control|
|State||Published - Aug 1988|