메뉴 건너뛰기




Volumn 21, Issue 5, 2007, Pages 2248-2266

A segmental hidden semi-Markov model (HSMM)-based diagnostics and prognostics framework and methodology

Author keywords

Diagnostics; Hidden semi Markov model; Integrated framework; Prognostics; State duration modelling; State changing point

Indexed keywords

ALGORITHMS; COMPUTER AIDED DIAGNOSIS; PARAMETER ESTIMATION; PROBABILITY; PROBLEM SOLVING; PROGRAM DIAGNOSTICS;

EID: 34147125993     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2006.10.001     Document Type: Article
Times cited : (319)

References (24)
  • 2
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Rabiner L.R. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE 77 (1989) 257-286
    • (1989) Proceedings of the IEEE , vol.77 , pp. 257-286
    • Rabiner, L.R.1
  • 4
    • 0025807354 scopus 로고
    • Development of an acoustic-phonetic hidden Markov model for continuous speech recognition
    • Ljolie A., and Levinson S.E. Development of an acoustic-phonetic hidden Markov model for continuous speech recognition. IEEE Transaction on Signal Processing 39 (1991) 29-39
    • (1991) IEEE Transaction on Signal Processing , vol.39 , pp. 29-39
    • Ljolie, A.1    Levinson, S.E.2
  • 6
    • 0027309780 scopus 로고    scopus 로고
    • A. Kannan, M. Ostendorf, Comparison of trajectory and mixture modeling in segment-based word recognition, in: Proceedings of the 1993 IEEE International Conference on Acoustics, Speech and Signal Processing, vol. 2, Minneapolis, MN, 1993, pp. 327-330.
  • 8
    • 0029518333 scopus 로고
    • Variable duration hidden Markov model and morphological segmentation for handwritten word recognition
    • Chen M.Y., Kundu A., and Srihari S.N. Variable duration hidden Markov model and morphological segmentation for handwritten word recognition. IEEE Transactions on Image Processing 4 (1995) 1675-1688
    • (1995) IEEE Transactions on Image Processing , vol.4 , pp. 1675-1688
    • Chen, M.Y.1    Kundu, A.2    Srihari, S.N.3
  • 10
    • 0033710584 scopus 로고    scopus 로고
    • L. Atlas, M. Ostendorf, G.D. Bernard, Hidden Markov models for monitoring machining tool-wear, in: Proceedings of the 1993 IEEE International Conference on Acoustics, Speech and Signal Processing, vol. 6, Istanbul, Turkey, 2000, pp. 3887-3890.
  • 13
    • 34147130404 scopus 로고    scopus 로고
    • C.D. Begg, T. Merdes, C. Byington, K. Maynard, Dynamic modeling for mechanical diagnostics and prognostics, in: Proceedings of the 1999 Maintenance and Reliability Conference, Tennessee, 1999, pp. 22.01-22.13.
  • 14
    • 0034431592 scopus 로고    scopus 로고
    • M.J. Roemer, G.J. Kacprzynski, Advanced diagnostics and prognostics for gas turbine engine risk assessment, in: Proceedings of the 2000 IEEE International Conference on Aerospace Conference, vol. 6, Big Sky, Montana, 2000, pp. 345-354.
  • 15
    • 0034847739 scopus 로고    scopus 로고
    • M.J. Roemer, E.O. Nwadiogbu, G. Bloor, Development of diagnostic and prognostic technologies for aerospace health management applications, in: Proceedings of the 2001 IEEE International Conference on Aerospace Conference, vol. 6, Big Sky, Montana, 2001, pp. 63139-63147.
  • 16
    • 0344013544 scopus 로고    scopus 로고
    • C. Kwan, X. Zhang, R. Xu, L. Haynes, A novel approach to fault diagnostics and prognostics, in: Proceedings of the 2003 IEEE International Conference on Robotics and Automation, vol. 1, Taipei, Taiwan, 2003, pp. 604-609.
  • 17
    • 0021377369 scopus 로고
    • Vibration monitoring of rolling element bearings by high frequency resonance technique-a review
    • McFadden P.D., and Smith J.D. Vibration monitoring of rolling element bearings by high frequency resonance technique-a review. Tribology International 77 (1984) 3-10
    • (1984) Tribology International , vol.77 , pp. 3-10
    • McFadden, P.D.1    Smith, J.D.2
  • 18
    • 0022234383 scopus 로고    scopus 로고
    • M.J. Russell, R.K. Moore, Explicit modeling of state occupancy in hidden Markov models for automatic speech recognition, in: Proceedings of the 1985 IEEE International Conference on Acoustics, Speech and Signal Processing, Tampa, FL, 1985, pp. 5-8.
  • 19
    • 84965063004 scopus 로고
    • An inequality with applications to statistical estimation for probabilistic functions of a Markov process and to a model for ecology
    • Baum L.E., and Egon J.A. An inequality with applications to statistical estimation for probabilistic functions of a Markov process and to a model for ecology. Bulletin of the American Mathematical Society 73 (1967) 360-363
    • (1967) Bulletin of the American Mathematical Society , vol.73 , pp. 360-363
    • Baum, L.E.1    Egon, J.A.2
  • 20
    • 84935113569 scopus 로고
    • Error bounds for convolutional codes and an asymptotically optimal decoding algorithm
    • Viterbi A.J. Error bounds for convolutional codes and an asymptotically optimal decoding algorithm. IEEE Transaction on Information Theory 13 (1967) 260-269
    • (1967) IEEE Transaction on Information Theory , vol.13 , pp. 260-269
    • Viterbi, A.J.1
  • 22
    • 34147130911 scopus 로고    scopus 로고
    • J.D. Ferguson, Variable duration models for speech, in: Proceedings of the 1980 Symposium on the Application of Hidden Markov Models to Text and Speech, Princeton, NJ, 1980, pp. 143-179.
  • 23
    • 34147101307 scopus 로고    scopus 로고
    • D. He, D. Wang, A. Babayan, Q. Zhang, Intelligent equipment health diagnosis and prognosis using wavelet, in: Proceedings of the 2002 Conference on Automation Technology for Off-road Equipment, Chicago, IL, 2002, pp. 77-88.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.