Particle motions in absorbing medium with hard and soft obstacles
Del Moral, P Doucet, A Stochastic Analysis and Applications volume 22 issue 5 1175-1207 (01 Jan 2004)
A Rao-Blackwellized particle filter for INS/GPS integration
Giremus, A Doucet, A Calmettes, V Tourneret, J ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings volume 3 (28 Sep 2004)
Probability hypothesis density filter versus multiple hypothesis tracking
Panta, K Vo, B Singh, S Doucet, A Proceedings of SPIE - The International Society for Optical Engineering volume 5429 284-295 (02 Dec 2004)
An overview of Sequential Monte Carlo methods for parameter estimation in general state-space models
Kantas, N Doucet, A Singh, S MacIejowski, J IFAC Proceedings Volumes (IFAC-PapersOnline) volume 15 issue PART 1 774-785 (01 Jan 2009)
Optimisation of particle filters using simultaneous perturbation stochastic approximation
Chan, B Doucet, A Tadic, V ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings volume 6 681-684 (01 Jan 2003)
Online Expectation-Maximization type algorithms for parameter estimation in general state space models
Andrieu, C Doucet, A ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings volume 6 69-72 (01 Jan 2003)
Discussion on the paper by Brooks, Giudici and Roberts
Robert, C Meng, X Møller, J Rosenthal, J Jennison, C Hurn, M Al-Awadhi, F McCullagh, P Andrieu, C Doucet, A Dellaportas, P Papageorgiou, I Ehlers, R Erosheva, E Fienberg, S Forster, J Gill, R Friel, N Green, P Hastie, D King, R Künsch, H Lazar, N Osinski, C Journal of the Royal Statistical Society. Series B: Statistical Methodology volume 65 issue 1 39-55 (01 Oct 2003)
On sequential Monte Carlo sampling methods for Bayesian filtering
Doucet, A Godsill, S Andrieu, C Statistics and Computing volume 10 issue 3 197-208 (01 Jan 2000)
Simulated annealing for maximum A Posteriori parameter estimation of Hidden Markov models
Andrieu, C Doucet, A IEEE Transactions on Information Theory volume 46 issue 3 994-1004 (01 May 2000)
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