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Results for sequential Monte Carlo methods

Publications & Outputs

  1. Introduction to the Box Particle Filtering

    Gning, A., Ristic, B., Mihaylova, L. & Abdallah, F., 12/06/2013, In : IEEE Signal Processing Magazine. 30, 4, p. 166-171 6 p.

    Research output: Contribution to journalJournal article

  2. Group Object Tracking with a Sequential Monte Carlo Method Based on a Parameterised Likelihood Function

    Petrov, N., Mihaylova, L., Gning, A. & Angelova, D., 12/2012, Monte Carlo Methods and Applications : Proceedings of the 8th IMACS Seminar on Monte Carlo Methods, August 29 - September 2, 2011, Borovets, Bulgaria. Sabelfeld, K. K. & Dimov, I. (eds.). De Gruyter, p. 171-180 10 p. (De Gruyter Proceedings in Mathematics).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  3. A Sequential Monte Carlo Approach for Extended Object Tracking in the Presence of Clutter

    Petrov, N., Mihaylova, L., Gning, A. & Angelova, D., 1/10/2011, Lecture Notes from Informatics. Berlin, Germany, p. 1-11 11 p. (Lecture Notes in Informatics; vol. P192).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  4. A Novel Sequential Monte Carlo Approach for Extended Object Tracking Based on Border Parameterisation

    Petrov, N., Mihaylova, L., Gning, A. & Angelova, D., 07/2011, 14th International Conference on Information Fusion: ISIF. Chicago, Illinois, USA, p. 306-313 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  5. Particle algorithms for filtering in high dimensional state space : a case study in group object tracking.

    Mihaylova, L. & Carmi, A., 24/05/2011, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Prague: IEEE, p. 5932-5935 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  6. Extended Object Tracking Using Monte Carlo Methods.

    Angelova, D. & Mihaylova, L., 1/02/2008, In : IEEE Transactions on Signal Processing. 56, 2, p. 825-832 8 p.

    Research output: Contribution to journalJournal article

  7. Mobility Tracking in Cellular Networks Using Particle Filtering.

    Mihaylova, L., Angelova, D., Honary, S., Bull, D., Canagarajah, N. & Ristic, B., 10/2007, In : IEEE Transactions on Wireless Communications. 6, 10, p. 3589-3599 11 p.

    Research output: Contribution to journalJournal article

  8. Joint Target Tracking and Classification via Sequential Monte Carlo Filtering.

    Angelova, D. & Mihaylova, L., 2007, Advances and Challenges in Multisensor Data and Information Processing. Lefebvre, E. (ed.). the Netherlands: IOS Press, Vol. 8. p. 33-40 8 p. (NATO Security Through Science Series: Information and Security).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter