DOI QR코드

DOI QR Code

Analysis of the Heart Rate Variability Signal in Each Anesthesia Stage using Wigner-Ville Distribution Method

워그너_빌 분포 변환 기법을 이용한 마취단계별 심박변이율 신호 분석

  • 전계록 (부산대학교 의학전문대학원 의공학교실) ;
  • 김명철 (부산대학교 의공학협동과정) ;
  • 유주연 (부산대학교 의공학협동과정) ;
  • 이해림 (부산대학교 의공학협동과정) ;
  • 박성민 (부산대학교 의공학협동과정) ;
  • 손정만 (부산대학교 의공학협동과정) ;
  • 예수영 (부산대학교 의학전문대학원 BK21사업단) ;
  • 노정훈 (부산대학교병원 의공학과) ;
  • 김길중 (동서대학교 전자공학과) ;
  • 백승완 (부산대학교 의학전문대학원 마취통증학교실)
  • Published : 2010.02.01

Abstract

In this study, the heart rate variability(HRV) signal of operating patient was acquired according to anesthesia progress and identified to evaluation possibility of depth of anesthesia in each anesthesia stage. The HRV signal was analyzed time-frequency domain applied to Wigner-Ville distribution method, the characteristic parameters were extracted for evaluation of depth of anesthesia in each anesthesia stage. The progress of general anesthesia was divided into the states of pre-operation, induction of anesthesia, operation, awaking and post-operation.

Keywords

References

  1. Stanski D. R., “Monitoring depth of anesthesia", In Miller RD(eds): Anesthesia. Philadelphia, Churchill Livingstone, p. 85, 1990.
  2. P. A. Bilman, A. M. Krasnosel'skii, and D. I. RachinskII, “Sector estimates of nonlinearities and selfoscillation existence in control systems”, Automation and Remote Control, Vol. 61, No. 6, p. 889, 2000.
  3. Jones J. G., "Perception and memory during general anesthesia", Br J. Anesth, Vol. 73, p. 31, 1994. https://doi.org/10.1093/bja/73.1.31
  4. Yoki M., Morita Y., Kimura T., Doya M., and Kaneda T., "Effects of trend and term sampling on power spectral analysis of heart rate variability during tracheal intubation", Anesthesiology, Vol. 85(3A), p. A406, 1996.
  5. A. L. Rivera, M. Lozada-Cassou, S. Rodriguez, and V. M. Castano, "Wigner distribution function as an assessment of the paraxial character of an optical system", Opt. Commun., Vol. 228, p. 211, 2003. https://doi.org/10.1016/j.optcom.2003.10.001
  6. N. V. Takor, J. G. Webster, and W. J. Tompkins, "Optimal QRS detector", Medical and Biological Engineering, p. 343, 1983.
  7. C. Sidney Burrus, Ramesh A. Copinath, and H. Guo, "Introduction to Wavelets and Wavelet Transforms", Prentice Hall, 1998.
  8. W. Pan, "Double Wigner distribution function of first-order optical system with a hard-edge aperture", Appl. Opt., Vol. 47, No. 1, p. 45, 2008. https://doi.org/10.1364/AO.47.000045
  9. S. Qian and D. Chen, "Joint time-frequency analysis", Prentice-Hall, Inc., 1996.
  10. Thornhill, N. F., "Finding the source of nonlinearity in a process with plant-wide oscillation", IEEE Transaction on Control Systems Technology, Vol. 13, Issue 3, p. 434, 2005. https://doi.org/10.1109/TCST.2004.839570
  11. Shoukat M. A. A. Choudhury, Sirish L. Shah, and Nina F. Thornhill, "Diagnosis of Process Nonlinearities and Valve Stiction", Springer Berlin Heidelberg, 2008.

Cited by

  1. System Implementation and Algorithm Development for Classification of the Activity States Using 3 Axial Accelerometer vol.24, pp.1, 2011, https://doi.org/10.4313/JKEM.2011.24.1.81