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Volumn , Issue , 2012, Pages 1941-1946

Online EM algorithm for jump Markov systems

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX PROBLEMS; DISCRETE STATE; EXPECTATION-MAXIMIZATION ALGORITHMS; EXPONENTIAL FAMILY; JUMP MARKOV MODELS; JUMP MARKOV SYSTEM; MEASUREMENT NOISE; NON-LINEAR NON-GAUSSIAN; ONLINE EM; PARTICLE FILTER;

EID: 84867656066     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (10)

References (15)
  • 2
    • 0030287048 scopus 로고    scopus 로고
    • The Expectation-Maximization algorithm
    • T. K. Moon, "The Expectation-Maximization algorithm," IEEE Signal Process. Mag., vol. 13, no. 6, pp. 47-60, 1996.
    • (1996) IEEE Signal Process. Mag. , vol.13 , Issue.6 , pp. 47-60
    • Moon, T.K.1
  • 4
    • 13844251687 scopus 로고    scopus 로고
    • Inference in Hidden Markov Models
    • ser. New York, NY, USA: Springer Science + Business Media, LLC
    • O. Cappé, E. Moulines, and T. Rydén, Inference in Hidden Markov Models, ser. Springer Series in Statistics. New York, NY, USA: Springer Science + Business Media, LLC, 2005.
    • (2005) Springer Series in Statistics
    • Cappé, O.1    Moulines, E.2    Rydén, T.3
  • 5
    • 78650803456 scopus 로고    scopus 로고
    • System identification of nonlinear state-space models
    • Jan
    • T. B. Schön, A. Wills, and B. Ninness, "System identification of nonlinear state-space models," Automatica, vol. 47, no. 1, pp. 39-49, Jan 2011.
    • (2011) Automatica , vol.47 , Issue.1 , pp. 39-49
    • Schön, T.B.1    Wills, A.2    Ninness, B.3
  • 6
    • 46749096639 scopus 로고    scopus 로고
    • Online learning with hidden Markov models
    • G. Mongillo and S. Denve, "Online learning with hidden Markov models," Neural Computation, vol. 20, no. 7, pp. 1706-1716, 2008.
    • (2008) Neural Computation , vol.20 , Issue.7 , pp. 1706-1716
    • Mongillo, G.1    Denve, S.2
  • 7
    • 80052231929 scopus 로고    scopus 로고
    • Online EM algorithm for hidden Markov models
    • O. Cappé, "Online EM algorithm for hidden Markov models," Journal of Computational and Graphical Statistics, vol. 20, no. 3, pp. 728-749, 2011.
    • (2011) Journal of Computational and Graphical Statistics , vol.20 , Issue.3 , pp. 728-749
    • Cappé, O.1
  • 11
    • 54749144272 scopus 로고    scopus 로고
    • Maximum Likelihood estimation of transition probabilities of jump Markov linear systems
    • Oct.
    • U. Orguner and M. Demirekler, "Maximum Likelihood estimation of transition probabilities of jump Markov linear systems," IEEE Trans. Signal Process., vol. 56, no. 10, pp. 5093-5108, Oct. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.10 , pp. 5093-5108
    • Orguner, U.1    Demirekler, M.2
  • 14
    • 0034226780 scopus 로고    scopus 로고
    • Multiple model bootstrap filter for maneuvering target tracking
    • S. McGinnity and G. W. Irwin, "Multiple model bootstrap filter for maneuvering target tracking," IEEE Trans. Aerosp. Electron. Syst., vol. 36, no. 3, pp. 1006-1012, 2000.
    • (2000) IEEE Trans. Aerosp. Electron. Syst. , vol.36 , Issue.3 , pp. 1006-1012
    • McGinnity, S.1    Irwin, G.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.