• DocumentCode
    294298
  • 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
  • Volume
    3
  • fYear
    1995
  • fDate
    13-15 Dec 1995
  • Firstpage
    2764
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
  • Conference_Location
    New Orleans, LA
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-2685-7
  • Type

    conf

  • DOI
    10.1109/CDC.1995.478534
  • Filename
    478534
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=294298