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A Note on the Particle Filter with Posterior Gaussian Resampling Cover

A Note on the Particle Filter with Posterior Gaussian Resampling

By: ,   and    
Open Access
|Jan 2006

References

  1. Anderson , J. L. and Anderson , S. L. 1999 . A Monte Carlo implementation of the nonlinear filtering problem to produce ensemble assimilation and forecasts. Mon. Wea. Re v . 127 , 2741 2758 .
  2. Bishop , C. H. , Etherton , B. J. and Majumdar , S. J. 2001 . Adaptive sam-pling with the ensemble transform Kalman filter. Mon. Wea. Re v . 129 , 420 436 .
  3. Bürger , G. and Cane , M. A. 1994 . Interactive Kalman filtering . J. Geo-phys. Res. Oceans . 99 , 8015 8031 .
  4. Cohn , S. E. 1997 . An introduction to estimation theory . J. Met. Soc. Japan 75 , 257 288 .
  5. Evensen , G. 1994 . Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statis-tics . J. Geophys. Res . 99 , 10 143 - 10 162 .
  6. Evensen , G. 2003 . The ensemble Kalman filter: theoretical formulation and practical implementation . Ocean Dyn . 53 , 343 367 .
  7. Evensen , G. 2004 . Sampling strategies and square root analysis schemes for the EnKF . Ocean Dyn . 54 , 539 560 .
  8. Kivman , G. A. 2003 . Sequential parameter estimation for stochastic sys-tems . Non. Process Geo . 10 , 253 259 .
  9. van Leeuwen , P. J. 2003 . A variance-minimizing filter for large-scale applications. Mon. Wea. Re v . 131 , 2071 2084 .
  10. Lorenz , E. N. 1963 . Deterministic nonperiodic flow. J. Atmos. Sc i . 20 , 130 141 .
  11. Silverman , B. W. 1986 . Density estimation for statistics and data analysis . Chapman and Hall , 175pp .
  12. Tippett , M. K. , Anderson , J. L. , Bishop , C. H. , Hamill , T. M. and Whitaker , J. S. 2003 . Notes and Correspondence: Ensemble Square Root Filters. Mon. Wea. Re v . 131 , 1485 1490 .
  13. Whitaker , J. S. and Hamill , T. M. 2002 . Ensemble Data Assimila-tion without Perturbed Observations. Mon. Wea. Re v . 130 , 1913 1924 .
  14. Zupanski , M. 2005 . Maximum Likelihood Ensemble Filter: Theoretical Aspects. Mon. Wea. Re v . 133 , 1710 1726 .
Language: English
Page range: 456 - 460
Submitted on: Feb 22, 2005
Accepted on: Feb 6, 2006
Published on: Jan 1, 2006
Published by: Stockholm University Press
In partnership with: Paradigm Publishing Services

© 2006 X. Xiong, I. M. Navon, B. Uzunoglu, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.