메뉴 건너뛰기




Volumn 222, Issue , 2014, Pages 118-130

A comparative analysis of spectral exponent estimation techniques for 1/fβ processes with applications to the analysis of stride interval time series

Author keywords

1 f process; Detrended fluctuation analysis; Fractals; Gait; Self similarity; Stride intervals; Time series analysis; Wavelets

Indexed keywords

ALGORITHM; AMYOTROPHIC LATERAL SCLEROSIS; ARTICLE; BRIDGE DETRENDED SCALED WINDOW VARIANCE; CLINICAL ARTICLE; COMPARATIVE STUDY; CONTROLLED STUDY; DETRENDED FLUCTUATION ANALYSIS; DISPERSIONAL ANALYSIS; FOOT; FRACTAL ANALYSIS; GAIT; HUMAN; HUNTINGTON CHOREA; MATHEMATICAL COMPUTING; MEAN SQUARE ERROR; NONLINEAR SYSTEM; PARKINSON DISEASE; PRIORITY JOURNAL; SIGNAL LENGTH; SIMULATION; STATISTICAL ANALYSIS; STATISTICAL PARAMETERS; STRIDE INTERVAL TIME SERIES; TIME SERIES ANALYSIS; WAVELET ANALYSIS;

EID: 84888783464     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2013.10.017     Document Type: Article
Times cited : (30)

References (58)
  • 3
    • 0025958682 scopus 로고
    • Self-organized criticality
    • Bak P., Chen K. Self-organized criticality. Scientific American 1991, 264(1).
    • (1991) Scientific American , vol.264 , Issue.1
    • Bak, P.1    Chen, K.2
  • 4
    • 43749092372 scopus 로고    scopus 로고
    • Asymptotic properties of the detrended fluctuation analysis of long-range-dependent processes
    • Bardet J.M., Kammoun I. Asymptotic properties of the detrended fluctuation analysis of long-range-dependent processes. IEEE Transactions on Information Theory 2008, 54(5):2041-2052.
    • (2008) IEEE Transactions on Information Theory , vol.54 , Issue.5 , pp. 2041-2052
    • Bardet, J.M.1    Kammoun, I.2
  • 5
    • 0002003425 scopus 로고
    • Physiological heterogeneity: fractals link determinism and randomness in structures and functions
    • Bassingthwaighte J.B. Physiological heterogeneity: fractals link determinism and randomness in structures and functions. Physiology 1988, 3(1):5-10.
    • (1988) Physiology , vol.3 , Issue.1 , pp. 5-10
    • Bassingthwaighte, J.B.1
  • 8
    • 0029329248 scopus 로고
    • Evaluation of the dispersional analysis method for fractal time series
    • Bassingthwaighte J.B., Raymond G.M. Evaluation of the dispersional analysis method for fractal time series. Annals of Biomedical Engineering 1995, 23(4):491-505.
    • (1995) Annals of Biomedical Engineering , vol.23 , Issue.4 , pp. 491-505
    • Bassingthwaighte, J.B.1    Raymond, G.M.2
  • 9
    • 0033099558 scopus 로고    scopus 로고
    • Deriving dispersional and scaled windowed variance analyses using the correlation function of discrete fractional Gaussian noise
    • Bassingthwaighte J.B., Raymond G.M. Deriving dispersional and scaled windowed variance analyses using the correlation function of discrete fractional Gaussian noise. Physica A: Statistical Mechanics and its Applications 1999, 265(1):85-96.
    • (1999) Physica A: Statistical Mechanics and its Applications , vol.265 , Issue.1 , pp. 85-96
    • Bassingthwaighte, J.B.1    Raymond, G.M.2
  • 10
    • 0025146480 scopus 로고
    • Quantitative analysis of gait in Parkinson patients: increased variability of stride length
    • Blin O., Ferrandez A.-M., Serratrice G. Quantitative analysis of gait in Parkinson patients: increased variability of stride length. Journal of the Neurological Sciences 1990, 98(1):91-97.
    • (1990) Journal of the Neurological Sciences , vol.98 , Issue.1 , pp. 91-97
    • Blin, O.1    Ferrandez, A.-M.2    Serratrice, G.3
  • 15
    • 85035271102 scopus 로고    scopus 로고
    • Effect of nonstationarities on detrended fluctuation analysis
    • Chen Z., Ivanov P.C., Hu K., Stanley H.E. Effect of nonstationarities on detrended fluctuation analysis. Physical Review E 2002, 65(4):041107.
    • (2002) Physical Review E , vol.65 , Issue.4 , pp. 041107
    • Chen, Z.1    Ivanov, P.C.2    Hu, K.3    Stanley, H.E.4
  • 16
    • 77956230287 scopus 로고    scopus 로고
    • Towards a "gold-standard" approach to address the presence of long-range auto-correlation in physiological time series
    • Crevecoeur F., Bollens B., Detrembleur C., Lejeune T. Towards a "gold-standard" approach to address the presence of long-range auto-correlation in physiological time series. Journal of Neuroscience Methods 2010, 192(1):163-172.
    • (2010) Journal of Neuroscience Methods , vol.192 , Issue.1 , pp. 163-172
    • Crevecoeur, F.1    Bollens, B.2    Detrembleur, C.3    Lejeune, T.4
  • 17
    • 0002231124 scopus 로고
    • Tests for Hurst effect
    • Davies R.B., Harte D. Tests for Hurst effect. Biometrika 1987, 74(1):95-101.
    • (1987) Biometrika , vol.74 , Issue.1 , pp. 95-101
    • Davies, R.B.1    Harte, D.2
  • 20
    • 66149096704 scopus 로고    scopus 로고
    • Fractal dynamics of human gait: a reassessment of the 1996 data of Hausdorff et al
    • Delignieres D., Torre K. Fractal dynamics of human gait: a reassessment of the 1996 data of Hausdorff et al. Journal of Applied Physiology 2009, 106(4):1272-1279.
    • (2009) Journal of Applied Physiology , vol.106 , Issue.4 , pp. 1272-1279
    • Delignieres, D.1    Torre, K.2
  • 22
    • 0036169404 scopus 로고    scopus 로고
    • Fractal characterization of complexity in temporal physiological signals
    • Eke A., Herman P., Kocsis L., Kozak L. Fractal characterization of complexity in temporal physiological signals. Physiological Measurement 2002, 23(1):R1.
    • (2002) Physiological Measurement , vol.23 , Issue.1
    • Eke, A.1    Herman, P.2    Kocsis, L.3    Kozak, L.4
  • 23
    • 0001601280 scopus 로고
    • On the accuracy of spectrum analysis of red noise processes using maximum entropy and periodogram methods: simulation studies and application to geophysical data
    • Fougere P.F. On the accuracy of spectrum analysis of red noise processes using maximum entropy and periodogram methods: simulation studies and application to geophysical data. Journal of Geophysical Research 1985, 90(A5):4355-4366.
    • (1985) Journal of Geophysical Research , vol.90 , Issue.A5 , pp. 4355-4366
    • Fougere, P.F.1
  • 24
    • 0035826148 scopus 로고    scopus 로고
    • Synchronization and rhythmic processes in physiology
    • Glass L. Synchronization and rhythmic processes in physiology. Nature 2001, 410(6825):277-284.
    • (2001) Nature , vol.410 , Issue.6825 , pp. 277-284
    • Glass, L.1
  • 29
    • 0028815016 scopus 로고
    • Is walking a random walk? Evidence for long-range correlations in stride interval of human gait
    • Hausdorff J.M., Peng C., Ladin Z., Wei J.Y., Goldberger A.L. Is walking a random walk? Evidence for long-range correlations in stride interval of human gait. Journal of Applied Physiology 1995, 78(1):349-358.
    • (1995) Journal of Applied Physiology , vol.78 , Issue.1 , pp. 349-358
    • Hausdorff, J.M.1    Peng, C.2    Ladin, Z.3    Wei, J.Y.4    Goldberger, A.L.5
  • 31
    • 0033053619 scopus 로고    scopus 로고
    • Maturation of gait dynamics: stride-to-stride variability and its temporal organization in children
    • Hausdorff J.M., Zemany L., Peng C.K., Goldberger A.L. Maturation of gait dynamics: stride-to-stride variability and its temporal organization in children. Journal of Applied Physiology 1999, 86(3):1040-1047.
    • (1999) Journal of Applied Physiology , vol.86 , Issue.3 , pp. 1040-1047
    • Hausdorff, J.M.1    Zemany, L.2    Peng, C.K.3    Goldberger, A.L.4
  • 32
    • 0034316713 scopus 로고    scopus 로고
    • Establishing the relation between detrended fluctuation analysis and power spectral density analysis for stochastic processes
    • Heneghan C., McDarby G. Establishing the relation between detrended fluctuation analysis and power spectral density analysis for stochastic processes. Physical Review E 2000, 62(5):6103.
    • (2000) Physical Review E , vol.62 , Issue.5 , pp. 6103
    • Heneghan, C.1    McDarby, G.2
  • 35
    • 0342445412 scopus 로고    scopus 로고
    • Fractal correlation properties of RR interval dynamics and mortality in patients with depressed left ventricular function after an acute myocardial infarction
    • Huikuri H.V., Mäkikallio T.H., Peng C.K., Goldberger A.L., Hintze U., Møller M., et al. Fractal correlation properties of RR interval dynamics and mortality in patients with depressed left ventricular function after an acute myocardial infarction. Circulation 2000, 101(1):47-53.
    • (2000) Circulation , vol.101 , Issue.1 , pp. 47-53
    • Huikuri, H.V.1    Mäkikallio, T.H.2    Peng, C.K.3    Goldberger, A.L.4    Hintze, U.5    Møller, M.6
  • 40
    • 0029304629 scopus 로고
    • Discrete simulation of colored noise and stochastic processes and 1/f power law noise generation
    • Kasdin N.J. Discrete simulation of colored noise and stochastic processes and 1/f power law noise generation. Proceedings of the IEEE 1995, 83(5):802-827.
    • (1995) Proceedings of the IEEE , vol.83 , Issue.5 , pp. 802-827
    • Kasdin, N.J.1
  • 41
    • 77951489276 scopus 로고    scopus 로고
    • Fractal time series - a tutorial review
    • Article ID 157264
    • Li M. Fractal time series - a tutorial review. Mathematical Problems in Engineering 2010, 2010:1-26. Article ID 157264.
    • (2010) Mathematical Problems in Engineering , vol.2010 , pp. 1-26
    • Li, M.1
  • 43
    • 33846089371 scopus 로고    scopus 로고
    • A rigorous derivation of power spectrum of fractional Gaussian noise
    • Li M., Lim S. A rigorous derivation of power spectrum of fractional Gaussian noise. Fluctuation and Noise Letters 2006, 6(04):C33-C36.
    • (2006) Fluctuation and Noise Letters , vol.6 , Issue.4
    • Li, M.1    Lim, S.2
  • 44
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: the wavelet representation
    • Mallat S.G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence 1989, 11(7):674-693.
    • (1989) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.G.1
  • 45
    • 84931536302 scopus 로고
    • Self-affine fractals and fractal dimension
    • Mandelbrot B.B. Self-affine fractals and fractal dimension. Physica Scripta 1985, 32(4):257.
    • (1985) Physica Scripta , vol.32 , Issue.4 , pp. 257
    • Mandelbrot, B.B.1
  • 46
    • 0000501589 scopus 로고
    • Fractional Brownian motions, fractional noises and applications
    • Mandelbrot B.B., Van Ness J.W. Fractional Brownian motions, fractional noises and applications. SIAM Review 1968, 10(4):422-437.
    • (1968) SIAM Review , vol.10 , Issue.4 , pp. 422-437
    • Mandelbrot, B.B.1    Van Ness, J.W.2
  • 50
  • 54
    • 0029848097 scopus 로고    scopus 로고
    • Electrical and mechanical properties of skeletal muscle underlying increased fatigue in patients with amyotrophic lateral sclerosis
    • Sharma K.R., Miller R.G. Electrical and mechanical properties of skeletal muscle underlying increased fatigue in patients with amyotrophic lateral sclerosis. Muscle and Nerve 1996, 19(11):1391-1400.
    • (1996) Muscle and Nerve , vol.19 , Issue.11 , pp. 1391-1400
    • Sharma, K.R.1    Miller, R.G.2
  • 56
    • 0001402215 scopus 로고    scopus 로고
    • Determination of the Hurst exponent by use of wavelet transforms
    • Simonsen I., Hansen A., Nes O.M. Determination of the Hurst exponent by use of wavelet transforms. Physical Review E 1998, 58(3):2779.
    • (1998) Physical Review E , vol.58 , Issue.3 , pp. 2779
    • Simonsen, I.1    Hansen, A.2    Nes, O.M.3
  • 57
    • 0032660798 scopus 로고    scopus 로고
    • A wavelet-based joint estimator of the parameters of long-range dependence
    • Veitch D., Abry P. A wavelet-based joint estimator of the parameters of long-range dependence. IEEE Transactions on Information Theory 1999, 45(3):878-897.
    • (1999) IEEE Transactions on Information Theory , vol.45 , Issue.3 , pp. 878-897
    • Veitch, D.1    Abry, P.2
  • 58
    • 0037296063 scopus 로고    scopus 로고
    • A direct analytical demonstration of the essential equivalence of detrended fluctuation analysis and spectral analysis of RR interval variability
    • Willson K., Francis D.P. A direct analytical demonstration of the essential equivalence of detrended fluctuation analysis and spectral analysis of RR interval variability. Physiological Measurement 2003, 24(1):N1.
    • (2003) Physiological Measurement , vol.24 , Issue.1
    • Willson, K.1    Francis, D.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.