메뉴 건너뛰기




Volumn , Issue , 2012, Pages 136-140

Ensemble empirical mode decomposition and adaptive filtering for ECG signal enhancement

Author keywords

adaptive filtering; Contact noise; ECG enhancement; Electrocardiogram; Ensemble Empirical Mode Decomposition; Gaussian noise

Indexed keywords

CONTACT NOISE; ECG NOISE; ECG SIGNALS; ELECTROCARDIOGRAM SIGNAL; EMPIRICAL MODE DECOMPOSITION; ENSEMBLE EMPIRICAL MODE DECOMPOSITION; FILTERING METHOD; FILTERING PERFORMANCE; HEART DISEASE; MIT-BIH DATABASE; MORPHOLOGIC ANALYSIS; REFERENCE SIGNALS; SELECTIVE RECONSTRUCTION;

EID: 84864192823     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MeMeA.2012.6226649     Document Type: Conference Paper
Times cited : (9)

References (21)
  • 1
    • 57149084822 scopus 로고    scopus 로고
    • Nat. Inst. Aging Nat. Inst. Health, Dept. State Dept. Health Human Services, Washington, DC, Available
    • Why population aging matters: A global perspective Nat. Inst. Aging Nat. Inst. Health, Dept. State Dept. Health Human Services, Washington, DC, 2007. Available: http://www.state.gov/g/oes/rls/or/81537.htm.
    • (2007) Why Population Aging Matters: A Global Perspective
  • 2
    • 34347246190 scopus 로고    scopus 로고
    • Available
    • Financial Times 2007. Available: http://www.ftchinese.com/sc/story- english.jsp?id=001012849.
    • (2007) Financial Times
  • 3
    • 36048955394 scopus 로고    scopus 로고
    • M-health: Trends in wearable medical devices
    • Sep.
    • X. F. Teng, Y. T. Zhang, "M-health: Trends in wearable medical devices," Chinese J. Med. Instrum., vol. 30, no. 5, pp. 330-340, Sep. 2006.
    • (2006) Chinese J. Med. Instrum. , vol.30 , Issue.5 , pp. 330-340
    • Teng, X.F.1    Zhang, Y.T.2
  • 4
    • 0033109992 scopus 로고    scopus 로고
    • Nonlinear wavelet and wavelet packet denoising of electrocardiogram signal
    • P.E. Tikkanen, "Nonlinear wavelet and wavelet packet denoising of electrocardiogram signal," Biol. Cybern., vol. 80, no. 4, pp. 259-267, 1999.
    • (1999) Biol. Cybern. , vol.80 , Issue.4 , pp. 259-267
    • Tikkanen, P.E.1
  • 5
    • 0032213588 scopus 로고    scopus 로고
    • Removing artifactss from electrocardiographic signals using independent components analysis
    • A.K. Barros, A. Mansour, N. Ohnishi, "Removing artifactss from electrocardiographic signals using independent components analysis," Neurocomputing, vol. 22, pp. 173-186, 1998.
    • (1998) Neurocomputing , vol.22 , pp. 173-186
    • Barros, A.K.1    Mansour, A.2    Ohnishi, N.3
  • 6
    • 13844322279 scopus 로고    scopus 로고
    • ECG baseline wander and powerline interference reduction using nonlinear filter bank
    • J. M. Leski, N. Henzel, "ECG baseline wander and powerline interference reduction using nonlinear filter bank," Signal Processing, vol.35, no. 4, pp. 781-793, 2004.
    • (2004) Signal Processing, Vol.35 , Issue.4 , pp. 781-793
    • Leski, J.M.1    Henzel, N.2
  • 7
    • 0026203883 scopus 로고
    • Application of Adaptive Filtering to ECG Analysis: Noise Cancellation and Arrhythmia Detection
    • Nitish V. Thakor, Yisheng Zhu, "Application of Adaptive Filtering to ECG Analysis: Noise Cancellation and Arrhythmia Detection," IEEE Transaction on Biomedical Engineering, vol. 38, no.8, pp. 785-794, 1991.
    • (1991) IEEE Transaction on Biomedical Engineering , vol.38 , Issue.8 , pp. 785-794
    • Thakor, N.V.1    Zhu, Y.2
  • 10
    • 0016643045 scopus 로고
    • Adaptive Noise Cancelling: Principles and Applications
    • B. Widrow, J. R. Glover, J.M. McCool, et al., "Adaptive Noise Cancelling: Principles and Applications," Proc. IEEE, vol. 63, pp. 1692-1716, 1975.
    • (1975) Proc. IEEE , vol.63 , pp. 1692-1716
    • Widrow, B.1    Glover, J.R.2    McCool, J.M.3
  • 11
    • 0020332050 scopus 로고
    • Fetal electrocardiogram enhancement by time-sequenced adaptive filtering
    • E. R. Ferrera, B. Widrow, "Fetal electrocardiogram enhancement by time-sequenced adaptive filtering," IEEE Trans. Biomed. Eng., vol. BME-29, pp. 458-460, 1982.
    • (1982) IEEE Trans. Biomed. Eng. , vol.BME-29 , pp. 458-460
    • Ferrera, E.R.1    Widrow, B.2
  • 12
    • 0026203883 scopus 로고
    • Applications of Adaptive Filtering to ECG analysis: Noise Cancellation and Arrhythmia Detection
    • N. V. Thakor, Y. Zhu, "Applications of Adaptive Filtering to ECG analysis: Noise Cancellation and Arrhythmia Detection," IEEE Transactions on Biomedical Engineering, vol. 38, no. 8, pp. 785-794, 1991.
    • (1991) IEEE Transactions on Biomedical Engineering , vol.38 , Issue.8 , pp. 785-794
    • Thakor, N.V.1    Zhu, Y.2
  • 13
    • 14844348215 scopus 로고    scopus 로고
    • Design of an Adaptive Filter with a Dynamic Structure for ECG Signal Processing
    • March
    • J. Lee, G. Lee, "Design of an Adaptive Filter with a Dynamic Structure for ECG Signal Processing," International Journal of Control, Automation, and Systems, vol.3, no. 1, pp. 137- 142, March, 2005.
    • (2005) International Journal of Control, Automation, and Systems , vol.3 , Issue.1 , pp. 137-142
    • Lee, J.1    Lee, G.2
  • 15
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis
    • Huang, N.E., Shen, Z., Long, S.R., Wu, M.C., Shih, H.H., Zheng, Q., Yen, N.C., Tung, C.C., Liu, H.H., "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis," Proc. Roy. Soc. Lond., vol. 454, pp. 903-995, 1998.
    • (1998) Proc. Roy. Soc. Lond. , vol.454 , pp. 903-995
    • Huang, N.E.1    Shen, Z.2    Long, S.R.3    Wu, M.C.4    Shih, H.H.5    Zheng, Q.6    Yen, N.C.7    Tung, C.C.8    Liu, H.H.9
  • 16
    • 0032574709 scopus 로고    scopus 로고
    • Engineering analysis of biological variables: An example of blood pressure over 1 day
    • W. Huang, Z. Shen, N.E. Huang, Y.C. Fung, "Engineering analysis of biological variables: an example of blood pressure over 1 day," Proc. Nat. Acad. Sci. USA, vol. 95, no. 9, pp. 4816-4821, 1998.
    • (1998) Proc. Nat. Acad. Sci. USA , vol.95 , Issue.9 , pp. 4816-4821
    • Huang, W.1    Shen, Z.2    Huang, N.E.3    Fung, Y.C.4
  • 17
    • 80052078099 scopus 로고    scopus 로고
    • Ensemble empirical. Mode decomposition: A noise-assisted data analysis method
    • Wu, Z., Huang, N. E., "Ensemble empirical. Mode decomposition: a noise-assisted data analysis method," Advances in Adaptive Data Analysis, vol. 1, no. 1, pp. 1-41, 2009.
    • (2009) Advances in Adaptive Data Analysis , vol.1 , Issue.1 , pp. 1-41
    • Wu, Z.1    Huang, N.E.2
  • 21
    • 37049009937 scopus 로고    scopus 로고
    • ECG signal denoising and baseline wander correction based on the empirical mode decomposition
    • Blanco-Velasco, M., Weng, B., Barner, K.E., "ECG signal denoising and baseline wander correction based on the empirical mode decomposition," Comput. Biol. Med., vol. 38, pp. 1-13, 2008.
    • (2008) Comput. Biol. Med. , vol.38 , pp. 1-13
    • Blanco-Velasco, M.1    Weng, B.2    Barner, K.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.