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Volumn 2005, Issue , 2005, Pages 332-337

On-line parameter estimation in general state-space models

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; MATHEMATICAL MODELS; MONTE CARLO METHODS; ONLINE SYSTEMS; PROBLEM SOLVING; STATE SPACE METHODS;

EID: 33847199764     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2005.1582177     Document Type: Conference Paper
Times cited : (83)

References (13)
  • 2
    • 10944251332 scopus 로고    scopus 로고
    • Particle Methods for Change Detection, Identification and Control
    • Andrieu, C., Doucet, A., Singh, S.S. and Tadić, V.B. (2004) Particle Methods for Change Detection, Identification and Control. Proceedings of the IEEE, 92, 423-438.
    • (2004) Proceedings of the IEEE , vol.92 , pp. 423-438
    • Andrieu, C.1    Doucet, A.2    Singh, S.S.3    Tadić, V.B.4
  • 4
    • 15744384461 scopus 로고    scopus 로고
    • Feynman-Kac formulae. Genealogical and interacting particle approximations
    • Springer New York, Probability and Applications
    • Del Moral, P. (2004) Feynman-Kac formulae. Genealogical and interacting particle approximations. Springer New York, Series: Probability and Applications.
    • (2004) Series
    • Del Moral, P.1
  • 5
    • 0003665481 scopus 로고    scopus 로고
    • Doucet, A, de Freitas, J.F.G. and Gordon N.J, eds, New York: Springer-Verlag
    • Doucet, A., de Freitas, J.F.G. and Gordon N.J. (eds.) (2001). Sequential Monte Carlo Methods in Practice. New York: Springer-Verlag.
    • (2001) Sequential Monte Carlo Methods in Practice
  • 6
    • 0036929961 scopus 로고    scopus 로고
    • MCMC, sufficient statistics and particle filter
    • Fearnhead, P. (2002) MCMC, sufficient statistics and particle filter. J. Comp. Graph. Stat., 11, 848-862.
    • (2002) J. Comp. Graph. Stat , vol.11 , pp. 848-862
    • Fearnhead, P.1
  • 7
    • 0035648076 scopus 로고    scopus 로고
    • Following a moving target - Monte Carlo inference for dynamic Bayesian models
    • Gilks, W.R. and Berzuini, C. (2001) Following a moving target - Monte Carlo inference for dynamic Bayesian models, J.R. Statist. Soc. B, 63, 127-146.
    • (2001) J.R. Statist. Soc. B , vol.63 , pp. 127-146
    • Gilks, W.R.1    Berzuini, C.2
  • 8
    • 2442478330 scopus 로고    scopus 로고
    • Estimating functions in indirect inference
    • Heggland, K. and Frigessi, A. (2004). Estimating functions in indirect inference. J.R. Statist. Soc. B, 66, 447-462.
    • (2004) J.R. Statist. Soc. B , vol.66 , pp. 447-462
    • Heggland, K.1    Frigessi, A.2
  • 10
    • 1542427941 scopus 로고    scopus 로고
    • Filtering via simulation: Auxiliary particle filter
    • Pitt, M.K. and Shephard, N. (1999). Filtering via simulation: auxiliary particle filter. J. Am. Statist. Ass., 94, 590-599.
    • (1999) J. Am. Statist. Ass , vol.94 , pp. 590-599
    • Pitt, M.K.1    Shephard, N.2
  • 11
    • 33646800208 scopus 로고    scopus 로고
    • Particle method for optimal filter derivative: Application to parameter estimation
    • Poyiadjis, G., Doucet, A. and Singh S.S. (2005) Particle method for optimal filter derivative: Application to parameter estimation. Proceedings IEEE ICASSP, 5, 925-928.
    • (2005) Proceedings IEEE ICASSP , vol.5 , pp. 925-928
    • Poyiadjis, G.1    Doucet, A.2    Singh, S.S.3
  • 13
    • 0036475891 scopus 로고    scopus 로고
    • Particle filters in state space models with the presence of unknown static parameters
    • Storvik G. (2002) Particle filters in state space models with the presence of unknown static parameters. IEEE. Trans. Signal Processing, 50, 281-289.
    • (2002) IEEE. Trans. Signal Processing , vol.50 , pp. 281-289
    • Storvik, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.