Title :
The data association problem for hidden Markov models
Author :
Krishnamurthy, Vikram ; Evans, Robin J.
Author_Institution :
Dept. of Electr. & Electron. Eng., Melbourne Univ., Parkville, Vic., Australia
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
Keywords :
estimation theory; hidden Markov models; matrix algebra; probability; state estimation; state-space methods; target tracking; tracking; Markov chain; data association problem; estimation theory; hidden Markov models; multiple target tracking; permutation matrix; state estimation; state space method; transition probability matrix; Computational efficiency; Frequency; Hidden Markov models; Integrated circuit modeling; Maximum likelihood estimation; State estimation; State-space methods; Target tracking; Trajectory; Yttrium;
Conference_Titel :
Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-2685-7
DOI :
10.1109/CDC.1995.478534
