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Volumn , Issue , 2014, Pages 272-275

Rao-Blackwellized particle filter for Markov modulated nonlinear dynamic systems

Author keywords

Jump Markov nonlinear systems; Markov regime switching; Rao Blackwellized particle filter; switching nonlinear state space

Indexed keywords

BAYESIAN NETWORKS; INFERENCE ENGINES; MONTE CARLO METHODS; NONLINEAR DYNAMICAL SYSTEMS;

EID: 84907396457     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2014.6884628     Document Type: Conference Paper
Times cited : (6)

References (14)
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    • C. M. Carvalho and H. F. Lopes, "Simulation-based sequential analysis of Markov switching stochastic volatility models," Computational Statistics & Data Analysis, vol. 51, pp. 4526-4542, July 2003.
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    • Carvalho, C.M.1    Lopes, H.F.2
  • 5
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    • C. Andrieu, M. Davy, and A. Doucet, "Efficient particle filtering for jump Markov systems," IEEE Transactions on Signal Processing, vol. 51, no. 7, pp. 1762-1770, July 2003.
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    • Andrieu, C.1    Davy, M.2    Doucet, A.3
  • 6
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    • (2005) IEE Proceedings-Radar, Sonar and Navigation , vol.152 , Issue.5 , pp. 323-326
    • Driessen, H.1    Boers, Y.2
  • 8
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    • An overview of existing methods and recent advances in sequential monte carlo
    • O. Cappé, S. J. Godsill, and E. Moulines, "An overview of existing methods and recent advances in sequential Monte Carlo," Proceedings of IEEE, vol. 95 (5), pp. 899-924, 2007.
    • (2007) Proceedings of IEEE , vol.95 , Issue.5 , pp. 899-924
    • Cappé, O.1    Godsill, S.J.2    Moulines, E.3
  • 11
    • 23844494086 scopus 로고    scopus 로고
    • Marginalized particle filter for mixed linear/nonlinear state space models
    • T. Schön, F. Gustafsson, and P. J. Nordlund, "Marginalized particle filter for mixed linear/nonlinear state space models," IEEE Transaction on Signal Processing, vol. 53, no. 7, pp. 2279-2289, 2005.
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  • 12
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    • A survey of convergence results on particle filtering methods for practitioners
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    • Crisan, D.1    Doucet, A.2
  • 13
    • 0001460136 scopus 로고    scopus 로고
    • On sequential monte carlo sampling methods for bayesian filtering
    • A. Doucet, S. Godsill, and C. Andrieu, "On sequential Monte Carlo sampling methods for Bayesian filtering," Statistics and Computing, vol. 10, pp. 197-208, 2000.
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  • 14
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    • Particle filtering for partially observed Gaussian state space models
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    • Andrieu, C.1    Doucet, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.