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Design of Real-Time Autonomic Nervous System Evaluation System Using Heart Instantaneous Frequency
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 Title & Authors
Design of Real-Time Autonomic Nervous System Evaluation System Using Heart Instantaneous Frequency
Noh, Yeon-Sik; Park, Sung-Jun; Park, Sung-Bin; Yoon, Hyung-Ro;
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In this study, we attempt to design a real-time autonomic nervous system(ANS) evaluation system usable during exercise using heart instantaneous frequency(HIF). Although heart rate variability(HRV) is considered to be a representative signal widely used ANS evaluation system, the R-peak detection process must be included to obtain an HRV signal, which involves a high sampling frequency and interpolation process. In particular, it cannot accurately evaluate the ANS using HRV signals during exercise because it is difficult to detect the R-peak of electrocardiogram(ECG) signals with exposure to many noises during exercise. Therefore, in this study, we develop the ground for a system that can analyze an ANS in real-time by using the HIF signal circumventing the problem of the HRV signal during exercise. First, we compare the HRV and HIF signals in order to prove that the HIF signal is more efficient for ANS analysis than HRV signals during exercise. Further, we performed real-time ANS analysis using HIF and confirmed that the exerciser`s ANS variation experiences massive surges at points of acceleration and deceleration of the treadmill(similar to HRV).
Heart Rate Variability(HRV);Heart Instantaneous Frequency(HIF);Short Time Fourier Transform(STFT);Real Time Autonomic Nervous System(ANS) Evaluation during exercise;
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광용적맥파와 정량적 감각검사의 비교를 통한 진단적 유용성,이상봉;서정혁;

한국방사선학회논문지, 2015. vol.9. 5, pp.315-322 crossref(new window)
Diagnostic Usefulness of Quantitative Sensory Test Comparison with Photoplethysmography, Journal of the Korean Society of Radiology, 2015, 9, 5, 315  crossref(new windwow)
Heiko Schoder, Daniel H. Silverman, Roxana Campsi, Harold Karpman, Michael E Phelps, Heinruch R. Schelbert and Johannes Czernin, 'Effects of Mental Stress on Myocardial Blood Flow and Vasomotion in Patients with Coronary Artery Disease', Journal of Nuclear Medicine, Vol.41, No.1, pp.11-16, 2000

Willem J. Kop, John S. Gottdiener, Stephan M. Patterson and David S. Krantz, 'Relation between Left Ventricular Mass and Hhemodynamic Response to Physical and Physical Stress', Journal of Psychosomatic Research, Vol.48, pp.7988, 2000

Jean Pierre Fauvel, Catherine Cerutti, Pierre Quelin and Maurice Laville, 'Mental Stress-Induced Increase in Blood Pressure Is Not Related to Baroreflex Sensitivity in Middle-Aged Healthy Men', Hypertension, Vol.35, pp.887-891, 2000 crossref(new window)

Rollin McCraty, Mike Atkinson, William A. Tiller, Glen Rein and Alan D. Watkins, 'The Effects of Emotions on Short-Term Power Spectrum Analysis of Heart Rate Variability', American Journal of Cardiology, Vol. 76, pp. 1089-1093, 1995 crossref(new window)

Seong Hong Mo, Joo Seong Lee, Won Sik Kim, Hyun Suk Lee, Young Ro Yun and Tae Min Shin, 'A Study on Analysis of Stress by Analyzing the Time-Frequency of HRV Signal', J. Biomed. Eng. Res., Vol.25, No.6, pp.581-587, 2004

Allan Kardec Barros and Noboru Ohnishi, 'Heart Instantaneous Frequency (HIF): An Alternative Approach to Extract Heart Rate Variability', IEEE Trans. Biomed. Eng., Vol.48, No.8, pp.850-855, 2001 crossref(new window)

Won Ro Lee, 'The Clinical Cardiology', Korea Medicine, 1998

Kunsoo Shin, 'The Study on Power Spectral Analysis of Heart Rate Variability for Assessment of Autonomic Functions in Cardiovascular Control', Keio University, Ph.D. Dissertation, 1995

A. Malliani, M. Pagani, F. Lombardi and S. Cerutli., 'Cardiovascular Neural Regulation Explored in Frequency Domain', Circulation, No.84, pp.482-492, 1991

Stephen J. Pieper and Stephen C. Hammill, 'Heart Rate Variability: Technique and Investigational Applications in Cardiovascular Medicine', Mayo Clin Proc, Vol.70, pp.955-964, 1995 crossref(new window)

'Heart Rate Variability Researchers Guide', Marquette Electronics, Inc., 1993

M. Merri, D. Farden, J. Mottley and E. Tiltebaum, 'Sampling Frequency of the Electrocardiogram for Spectral Analysis of the Heart Rate Variability', IEEE Trans. Biomed. Eng., Vol.37, pp.99-105, 1990 crossref(new window)

B. Boashash, 'Estimating and Interpreting the Instantaneous Frequency of a Signal-Part 2: Algorithms and Application', in Proc. IEEE, vol.80, pp.540-568, 1992 crossref(new window)

J. Pan and W. J. Tompkins, 'A Real Time QRS Detection Algorithm', IEEE Trans. Biomed. Eng., Vol.BME-32, No.3, pp.230-236, 1985 crossref(new window)

M. Santos, J. V. Fonseca and A. K. Barros, 'New Method to Heart Instantaneous Frequency Estimation', IEEE Workshop on Machine Learning for Signal Processing, pp.473-479, 2004

D. S. Brito, A. K. Barros, R. C. S. Freire and I. L. Barbacena, 'Heart Instantaneous Frequency Measurement Method Based in LMS Algorithm', International Workshop on Medical Measurement and Applications, pp.123-127, 2006

R. C. Lovell, Brian C. Williamson and B. Boashash, 'The Relationship between Instantaneous Frequency and Time-frequency Representations', IEEE Trans. on Acoustics Speech and Signal Processing, Vol.41, pp.543-547, 1995

Metin Akay, 'Detection and Estimation Methods for Biomedical Signal', Academic Press, 1996

Willis J. Tompkins, 'Biomedical Digital Signal Processing', Prentice-Hall, 1993