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Volumn 43, Issue 1, 1995, Pages 353-358

A Filtered EM Algorithm for Joint Hidden Markov Model and Sinusoidal Parameter Estimation

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DIGITAL FILTERS; FUNCTION EVALUATION; MARKOV PROCESSES; MATHEMATICAL MODELS; PARAMETER ESTIMATION; POLYNOMIALS; WHITE NOISE;

EID: 0029205373     PISSN: 1053587X     EISSN: 19410476     Source Type: Journal    
DOI: 10.1109/78.365328     Document Type: Article
Times cited : (3)

References (11)
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    • (1977) J. Royal Statist. Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 2
    • 0024035304 scopus 로고
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    • O. Zeitouni and A. Dembo, “Exact filters for the estimation of the number of transitions of finite-state continuous-time markov processes,” IEEE Trans. Info. Theory, vol. 34, pp. 890-893, 1988.
    • (1988) IEEE Trans. Info. Theory , vol.34 , pp. 890-893
    • Zeitouni, O.1    Dembo, A.2
  • 3
    • 0027186916 scopus 로고
    • New finite dimensional filters and smoothers for noisily observed Narkov chains
    • R. J. Elliott, “New finite dimensional filters and smoothers for noisily observed Narkov chains” IEEE Trans. Inform. Theory vol. 39, pp. 265-271, 1993.
    • (1993) IEEE Trans. Inform. Theory vol. 39 , vol.39 , pp. 265-271
    • Elliott, R.J.1
  • 4
    • 84941862687 scopus 로고    scopus 로고
    • Exact adaptive filters for Markov chains observed in Gaussian noise
    • “Exact adaptive filters for Markov chains observed in Gaussian noise,” to appear in Automatica.
    • to appear in Automatica.
  • 5
    • 0027187355 scopus 로고
    • Hidden Markov signal processing in presence of unknown deterministic interferences
    • Jan.
    • V. Krishnamurthy, J. B. Moore, and S. H. Chung, “Hidden Markov signal processing in presence of unknown deterministic interferences,” IEEE Trans Automat. Contr., vol. 38, no. 1, pp. 146-152, Jan. 1993.
    • (1993) IEEE Trans Automat. Contr. , vol.38 , Issue.1 , pp. 146-152
    • Krishnamurthy, V.1    Moore, J.B.2    Chung, S.H.3
  • 6
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • L. R. Rabiner, “A tutorial on hidden Markov models and selected applications in speech recognition,” Proc. IEEE, vol. 77, no. 2, pp. 257-285, 1989.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-285
    • Rabiner, L.R.1
  • 7
    • 0026434453 scopus 로고
    • Adaptive processing techniques based on hidden Markov models for characterizing very small channel currents buried in noise and deterministic interferences
    • Dec.
    • S. H. Chung, V. Krishnamurthy, and J. B. Moore, “Adaptive processing techniques based on hidden Markov models for characterizing very small channel currents buried in noise and deterministic interferences,” Phil. Trans. Royal Soc. London B, vol. 334, Dec. 1991.
    • (1991) Phil. Trans. Royal Soc. London B , vol.334
    • Chung, S.H.1    Krishnamurthy, V.2    Moore, J.B.3
  • 8
    • 0009575524 scopus 로고
    • Junction potentials, electrode standard potentials and other problems in interpreting electrical properties in membranes
    • P. H. Barry and J. M. Diamond, “Junction potentials, electrode standard potentials and other problems in interpreting electrical properties in membranes,” J. Membrane Biology, vol. 3, pp. 93-122, 1970.
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    • Barry, P.H.1    Diamond, J.M.2
  • 9
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    • Optimal simultaneous detection and estimation of filtered discrete semi-Markov chains
    • May
    • J. Goutsias and J. M. Mendel, “Optimal simultaneous detection and estimation of filtered discrete semi-Markov chains,” IEEE Trans. Inform. Theory, vol. 34, no. 3, pp. 551-568, May 1988.
    • (1988) IEEE Trans. Inform. Theory , vol.34 , Issue.3 , pp. 551-568
    • Goutsias, J.1    Mendel, J.M.2
  • 10
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    • Aug.
    • V. Krishnamurthy and J. B. Moore, “On-line estimation of hidden Markov model parameters based on the Kullback-Leibler information measure,” vol. 41, no. 8, pp. 2557-2573, Aug. 1993.
    • (1993) vol. 41 , vol.41 , Issue.8 , pp. 2557-2573
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  • 11
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    • V. Krishnamurthy and R. J. Elliott, “A parallel filtered based EM algorithm for hidden Markov model and sinusoidal drift paramter estimation with systolic architecture implementation,” in Proc. 32nd IEEE Conf. Decision Contr. (San Antonio, TX) Dec. 1993, pp. 726-731.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.