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

a place of mind, The University of British Columbia

Electrical and Computer Engineering
2332 Main Mall
Vancouver, BC Canada V6T 1Z4
Tel +1.604.822.2872
Fax +1.604.822.5949
Email:

Emergency Procedures | Accessibility | Contact UBC | © Copyright 2021 The University of British Columbia