Identification of jump Markov linear models using particle filters

25 Sep 2014Andreas SvenssonThomas B. SchönFredrik Lindsten

Jump Markov linear models consists of a finite number of linear state space models and a discrete variable encoding the jumps (or switches) between the different linear models. Identifying jump Markov linear models makes for a challenging problem lacking an analytical solution... (read more)

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