메뉴 건너뛰기




Volumn 51, Issue 7, 2003, Pages 1762-1770

Efficient particle filtering for jump Markov systems. Application to time-varying autoregressions

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; MARKOV PROCESSES; MATHEMATICAL TRANSFORMATIONS; NONLINEAR SYSTEMS; REGRESSION ANALYSIS; TIME VARYING SYSTEMS;

EID: 0038538420     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2003.810284     Document Type: Review
Times cited : (160)

References (19)
  • 3
    • 0037638252 scopus 로고    scopus 로고
    • Tracking of spectral lines in an ARCAP time-frequency representation
    • Rhodes Island, Greece
    • M. Davy, B. Leprettre, C. Doncarli, and N. Martin, "Tracking of spectral lines in an ARCAP time-frequency representation," in Proc. EUSIPCO, Rhodes Island, Greece, 1998.
    • (1998) Proc. EUSIPCO
    • Davy, M.1    Leprettre, B.2    Doncarli, C.3    Martin, N.4
  • 4
    • 0001460136 scopus 로고    scopus 로고
    • On sequential Monte Carlo sampling methods for Bayesian filtering
    • A. Doucet, S. J. Godsill, and C. Andrieu, "On sequential Monte Carlo sampling methods for Bayesian filtering," Statist, Comput., vol. 10, pp. 197-208, 2000.
    • (2000) Statist, Comput. , vol.10 , pp. 197-208
    • Doucet, A.1    Godsill, S.J.2    Andrieu, C.3
  • 5
    • 0035266886 scopus 로고    scopus 로고
    • Particle filters for state estimation of jump Markov linear systems
    • Mar.
    • A. Doucet, N. J. Gordon, and V. Krishnamurthy, "Particle filters for state estimation of jump Markov linear systems," IEEE Trans. Signal Processing, vol. 49, pp. 613-624, Mar. 2001.
    • (2001) IEEE Trans. Signal Processing , vol.49 , pp. 613-624
    • Doucet, A.1    Gordon, N.J.2    Krishnamurthy, V.3
  • 8
    • 0035648076 scopus 로고    scopus 로고
    • Following a moving target-Monte Carlo inference for dynamic Bayesian models
    • W. R. Gilks and C. Berzuini, "Following a moving target-Monte Carlo inference for dynamic Bayesian models," J. R. Statist. Soc. B, vol. 63, no. 1, pp. 127-146, 2001.
    • (2001) J. R. Statist. Soc. B , vol.63 , Issue.1 , pp. 127-146
    • Gilks, W.R.1    Berzuini, C.2
  • 9
    • 77956889087 scopus 로고
    • Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
    • P. J. Green, "Reversible jump Markov chain Monte Carlo computation and Bayesian model determination," Biometrika, vol. 82, pp. 711-732, 1995.
    • (1995) Biometrika , vol.82 , pp. 711-732
    • Green, P.J.1
  • 12
    • 0038652681 scopus 로고    scopus 로고
    • A new extension of the Kalman filter to nonlinear systems
    • Orlando, FL
    • S. J. Julier and J. K. Uhlmann, "A new extension of the Kalman filter to nonlinear systems," in Proc. AeroSense, Orlando, FL, 1997.
    • (1997) Proc. AeroSense
    • Julier, S.J.1    Uhlmann, J.K.2
  • 15
    • 0030304310 scopus 로고    scopus 로고
    • Monte Carlo filter and smoother for non-Gaussian nonlinear state space models
    • G. Kitagawa, "Monte Carlo filter and smoother for non-Gaussian nonlinear state space models," J. Comput. Graph. Statist., vol. 5, pp. 1-25, 1996.
    • (1996) J. Comput. Graph. Statist. , vol.5 , pp. 1-25
    • Kitagawa, G.1
  • 16
    • 1542427941 scopus 로고    scopus 로고
    • Filtering via simulation: Auxiliary particle filter
    • M. K. Pitt and N. Shephard, "Filtering via simulation: Auxiliary particle filter," J. Am. Statist. Assoc., vol. 94, pp. 590-599, 1999.
    • (1999) J. Am. Statist. Assoc. , vol.94 , pp. 590-599
    • Pitt, M.K.1    Shephard, N.2
  • 17
    • 0038652680 scopus 로고    scopus 로고
    • Time-varying autoregressions with model order uncertainty
    • to be published
    • R. Prado and G. Huerta, "Time-varying autoregressions with model order uncertainty," J. Time Series Anal., 2002, to be published.
    • (2002) J. Time Series Anal.
    • Prado, R.1    Huerta, G.2
  • 19
    • 0036508204 scopus 로고    scopus 로고
    • Particle methods for Bayesian modeling and enhancement of speech signals
    • Mar.
    • J. Vermaak, C. Andrieu, A. Doucet, and S. J. Godsill, "Particle methods for Bayesian modeling and enhancement of speech signals," IEEE Trans. Speech Audio Processing, vol. 10, pp. 173-185, Mar. 2002.
    • (2002) IEEE Trans. Speech Audio Processing , vol.10 , pp. 173-185
    • Vermaak, J.1    Andrieu, C.2    Doucet, A.3    Godsill, S.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.