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Volumn , Issue , 2007, Pages 848-852

Damage classification for structural health monitoring using time-frequency feature extraction and continuous hidden Markov models

Author keywords

[No Author keywords available]

Indexed keywords

CONTINUOUS OBSERVATION; DAMAGE CLASSIFICATION; DAMAGE FEATURES; DECOMPOSITION ALGORITHMS; HIDDEN MARKOV MODELING; MATCHING PURSUIT; STRUCTURAL DAMAGES; STRUCTURAL DATA; TIME FREQUENCIES; TIME USE; VARIATIONAL BAYESIAN;

EID: 50249118247     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACSSC.2007.4487337     Document Type: Conference Paper
Times cited : (18)

References (15)
  • 1
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    • B. C. Lee and W. J. Staszewski, "Modelling of Lamb waves for damage detection in metallic structures: Part I. Wave propagation," Smart Mater. Struct, vol. 12, pp. 804-814, 2003.
    • (2003) Smart Mater. Struct , vol.12 , pp. 804-814
    • Lee, B.C.1    Staszewski, W.J.2
  • 2
    • 1842482137 scopus 로고    scopus 로고
    • Bearing damage detection via wavelet packet decomposition of the stator current
    • L. Eren and M. J. Devaney, "Bearing damage detection via wavelet packet decomposition of the stator current," IEEE Transactions on Instrumentation and Measurement, vol. 53-2, pp. 431-436, 2004.
    • (2004) IEEE Transactions on Instrumentation and Measurement , vol.53 -2 , pp. 431-436
    • Eren, L.1    Devaney, M.J.2
  • 3
    • 20444498674 scopus 로고    scopus 로고
    • An outlier analysis framework for impedance-based structural health monitoring
    • G. Park, A. C. Rutherford, H. Sohn, and C. R. Farrar, "An outlier analysis framework for impedance-based structural health monitoring," Journal of Sound and Vibration, vol. 286, pp. 229-250, 2005.
    • (2005) Journal of Sound and Vibration , vol.286 , pp. 229-250
    • Park, G.1    Rutherford, A.C.2    Sohn, H.3    Farrar, C.R.4
  • 5
    • 33748878253 scopus 로고    scopus 로고
    • Structural health monitoring using continuous sensors and neural network analysis
    • J. W. Lee, G. R. Kirikera, I. Kang, M. J. Schulz, and V. N. Shanov, "Structural health monitoring using continuous sensors and neural network analysis," Smart Mater. Struct., vol. 15, pp. 1266-1274, 2006.
    • (2006) Smart Mater. Struct , vol.15 , pp. 1266-1274
    • Lee, J.W.1    Kirikera, G.R.2    Kang, I.3    Schulz, M.J.4    Shanov, V.N.5
  • 6
    • 34547546681 scopus 로고    scopus 로고
    • 48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference 23-26 April 2007, Honolulu, Hawaii, AIAA 2007-2055
    • N. Kovvali, S. Das, D. Chakraborty, D. Cochran, A. Papandreou-Suppapola, and A. Chattopadhyay, "Time-frequency based classification of structural damage," 48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference 23-26 April 2007, Honolulu, Hawaii, AIAA 2007-2055.
    • Kovvali, N.1    Das, S.2    Chakraborty, D.3    Cochran, D.4    Papandreou-Suppapola, A.5    Chattopadhyay, A.6
  • 7
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition, ser
    • L. R. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," ser. Proceedings of the IEEE, vol. 77, 1989, pp. 257-286.
    • (1989) Proceedings of the IEEE , vol.77 , pp. 257-286
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  • 8
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
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  • 11
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    • Variational algorithms for approximate Bayesian inference,
    • Ph.D. dissertation, Gatsby Computational Neuroscience Unit, University College London
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    • (2003)
    • Beal, M.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.