The data association problem for hidden Markov models

TitleThe data association problem for hidden Markov models
Publication TypeConference Paper
Year of Publication1995
AuthorsKrishnamurthy, V., and R. J. Evans
Conference NameDecision and Control, 1995., Proceedings of the 34th IEEE Conference on
Pagination2764 -2765 vol.3
Date Publisheddec.
Keywordsdata association problem, estimation theory, hidden Markov models, Markov chain, matrix algebra, multiple target tracking, permutation matrix, probability, state estimation, state space method, state-space methods, target tracking, tracking, transition probability matrix
Abstract

In this paper we show that the data association problem for hidden Markov models can be solved in a straightforward manner using standard hidden Markov model estimation techniques

URLhttp://dx.doi.org/10.1109/CDC.1995.478534
DOI10.1109/CDC.1995.478534

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