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Volumn 65, Issue 4, 2002, Pages

Identification of coupling direction: Application to cardiorespiratory interaction

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; DATA REDUCTION; DYNAMICS; INTEGRATION; OSCILLATORS (MECHANICAL); PATIENT TREATMENT; PROBLEM SOLVING;

EID: 41349109501     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.65.041909     Document Type: Article
Times cited : (179)

References (58)
  • 1
    • 0003782493 scopus 로고    scopus 로고
    • Springer-Verlag, New York
    • H.D.I. Abarbanel, Analysis of Observed Chaotic Data (Springer-Verlag, New York, 1996); H. Kantz and T. Schreiber, Nonlinear Time Series Analysis (Cambridge University Press, Cambridge, U.K., 1997).
    • (1996) Analysis of Observed Chaotic Data
    • Abarbanel, H.D.I.1
  • 2
    • 0003915006 scopus 로고    scopus 로고
    • Cambridge University Press, Cambridge, U.K.
    • H.D.I. Abarbanel, Analysis of Observed Chaotic Data (Springer-Verlag, New York, 1996); H. Kantz and T. Schreiber, Nonlinear Time Series Analysis (Cambridge University Press, Cambridge, U.K., 1997).
    • (1997) Nonlinear Time Series Analysis
    • Kantz, H.1    Schreiber, T.2
  • 4
    • 0000929946 scopus 로고    scopus 로고
    • N.F. Rulkov, M.M. Sushchik, L.S. Tsimring, and H.D.I. Abarbanel, Phys. Rev. E 51, 980 (1995); L. Kocarev and U. Parlitz, Phys. Rev. Lett. 76, 1816 (1996).
    • (1996) Phys. Rev. Lett. , vol.76 , pp. 1816
    • Kocarev, L.1    Parlitz, U.2
  • 9
    • 0000528223 scopus 로고    scopus 로고
    • S.J. Schiff, P. So, T. Chang, R.E. Burke, and T. Sauer, Phys. Rev. E 54, 6708 (1996); M. Le van Quyen, C. Adam, M. Baulac, J. Martinerie, and F. Varela, Brain Res. 792, 24 (1998); J. Arnhold, P. Grassberger, K. Lehnertz, and C. Elger, Physica D 134, 419 (1999); R. Quian Quiroga, J. Arnhold, and P. Grassberger, Phys. Rev. E 61, 5142 (2000); A. Schmitz, ibid. 62, 7508 (2000); F. Drepper, ibid. 62, 6376 (2000).
    • (1996) Phys. Rev. E , vol.54 , pp. 6708
    • Schiff, S.J.1    So, P.2    Chang, T.3    Burke, R.E.4    Sauer, T.5
  • 10
    • 0032482117 scopus 로고    scopus 로고
    • S.J. Schiff, P. So, T. Chang, R.E. Burke, and T. Sauer, Phys. Rev. E 54, 6708 (1996); M. Le van Quyen, C. Adam, M. Baulac, J. Martinerie, and F. Varela, Brain Res. 792, 24 (1998); J. Arnhold, P. Grassberger, K. Lehnertz, and C. Elger, Physica D 134, 419 (1999); R. Quian Quiroga, J. Arnhold, and P. Grassberger, Phys. Rev. E 61, 5142 (2000); A. Schmitz, ibid. 62, 7508 (2000); F. Drepper, ibid. 62, 6376 (2000).
    • (1998) Brain Res. , vol.792 , pp. 24
    • Le Van Quyen, M.1    Adam, C.2    Baulac, M.3    Martinerie, J.4    Varela, F.5
  • 11
    • 0346401452 scopus 로고    scopus 로고
    • S.J. Schiff, P. So, T. Chang, R.E. Burke, and T. Sauer, Phys. Rev. E 54, 6708 (1996); M. Le van Quyen, C. Adam, M. Baulac, J. Martinerie, and F. Varela, Brain Res. 792, 24 (1998); J. Arnhold, P. Grassberger, K. Lehnertz, and C. Elger, Physica D 134, 419 (1999); R. Quian Quiroga, J. Arnhold, and P. Grassberger, Phys. Rev. E 61, 5142 (2000); A. Schmitz, ibid. 62, 7508 (2000); F. Drepper, ibid. 62, 6376 (2000).
    • (1999) Physica D , vol.134 , pp. 419
    • Arnhold, J.1    Grassberger, P.2    Lehnertz, K.3    Elger, C.4
  • 12
    • 0034182332 scopus 로고    scopus 로고
    • S.J. Schiff, P. So, T. Chang, R.E. Burke, and T. Sauer, Phys. Rev. E 54, 6708 (1996); M. Le van Quyen, C. Adam, M. Baulac, J. Martinerie, and F. Varela, Brain Res. 792, 24 (1998); J. Arnhold, P. Grassberger, K. Lehnertz, and C. Elger, Physica D 134, 419 (1999); R. Quian Quiroga, J. Arnhold, and P. Grassberger, Phys. Rev. E 61, 5142 (2000); A. Schmitz, ibid. 62, 7508 (2000); F. Drepper, ibid. 62, 6376 (2000).
    • (2000) Phys. Rev. E , vol.61 , pp. 5142
    • Quiroga, R.Q.1    Arnhold, J.2    Grassberger, P.3
  • 13
    • 0034317923 scopus 로고    scopus 로고
    • S.J. Schiff, P. So, T. Chang, R.E. Burke, and T. Sauer, Phys. Rev. E 54, 6708 (1996); M. Le van Quyen, C. Adam, M. Baulac, J. Martinerie, and F. Varela, Brain Res. 792, 24 (1998); J. Arnhold, P. Grassberger, K. Lehnertz, and C. Elger, Physica D 134, 419 (1999); R. Quian Quiroga, J. Arnhold, and P. Grassberger, Phys. Rev. E 61, 5142 (2000); A. Schmitz, ibid. 62, 7508 (2000); F. Drepper, ibid. 62, 6376 (2000).
    • (2000) Phys. Rev. E , vol.62 , pp. 7508
    • Schmitz, A.1
  • 14
    • 0034316685 scopus 로고    scopus 로고
    • S.J. Schiff, P. So, T. Chang, R.E. Burke, and T. Sauer, Phys. Rev. E 54, 6708 (1996); M. Le van Quyen, C. Adam, M. Baulac, J. Martinerie, and F. Varela, Brain Res. 792, 24 (1998); J. Arnhold, P. Grassberger, K. Lehnertz, and C. Elger, Physica D 134, 419 (1999); R. Quian Quiroga, J. Arnhold, and P. Grassberger, Phys. Rev. E 61, 5142 (2000); A. Schmitz, ibid. 62, 7508 (2000); F. Drepper, ibid. 62, 6376 (2000).
    • (2000) Phys. Rev. E , vol.62 , pp. 6376
    • Drepper, F.1
  • 23
    • 0016659229 scopus 로고    scopus 로고
    • H. Pessenhofer and T. Kenner, Pfluegers Arch. 355, 77 (1975); T. Kenner, H. Pessenhofer, and G. Schwaberger, ibid. 363, 263 (1976); K.H. Stutte and G. Hildebrandt, ibid. 289, R47 (1966); F. Raschke, in Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, Springer Series in Synergetics Vol. 36 (Springer-Verlag, Berlin, 1987), pp. 152-158; F. Raschke, in Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, Springer Series in Synergetics Vol. 55 (Springer-Verlag, Berlin, 1991), pp. 155-164; D. Hoyer, O. Hader, and U. Zwiener, IEEE Eng. Med. Biol. Mag. 16, 97 (1997); M. Schiek, F.R. Drepper, R. Engbert, H.-H. Abel, and K. Suder, in Nonlinear Analysis of Physiological Data, edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin, 1998), pp. 191-209; H. Seidel and H.-P. Herzel, IEEE Eng. Med. Biol. Mag. 17, 54 (1998).
    • (1975) Pfluegers Arch. , vol.355 , pp. 77
    • Pessenhofer, H.1    Kenner, T.2
  • 24
    • 0017083672 scopus 로고
    • H. Pessenhofer and T. Kenner, Pfluegers Arch. 355, 77 (1975); T. Kenner, H. Pessenhofer, and G. Schwaberger, ibid. 363, 263 (1976); K.H. Stutte and G. Hildebrandt, ibid. 289, R47 (1966); F. Raschke, in Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, Springer Series in Synergetics Vol. 36 (Springer-Verlag, Berlin, 1987), pp. 152-158; F. Raschke, in Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, Springer Series in Synergetics Vol. 55 (Springer-Verlag, Berlin, 1991), pp. 155-164; D. Hoyer, O. Hader, and U. Zwiener, IEEE Eng. Med. Biol. Mag. 16, 97 (1997); M. Schiek, F.R. Drepper, R. Engbert, H.-H. Abel, and K. Suder, in Nonlinear Analysis of Physiological Data, edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin, 1998), pp. 191-209; H. Seidel and H.-P. Herzel, IEEE Eng. Med. Biol. Mag. 17, 54 (1998).
    • (1976) Pfluegers Arch. , vol.363 , pp. 263
    • Kenner, T.1    Pessenhofer, H.2    Schwaberger, G.3
  • 25
    • 0016659229 scopus 로고    scopus 로고
    • H. Pessenhofer and T. Kenner, Pfluegers Arch. 355, 77 (1975); T. Kenner, H. Pessenhofer, and G. Schwaberger, ibid. 363, 263 (1976); K.H. Stutte and G. Hildebrandt, ibid. 289, R47 (1966); F. Raschke, in Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, Springer Series in Synergetics Vol. 36 (Springer-Verlag, Berlin, 1987), pp. 152-158; F. Raschke, in Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, Springer Series in Synergetics Vol. 55 (Springer-Verlag, Berlin, 1991), pp. 155-164; D. Hoyer, O. Hader, and U. Zwiener, IEEE Eng. Med. Biol. Mag. 16, 97 (1997); M. Schiek, F.R. Drepper, R. Engbert, H.-H. Abel, and K. Suder, in Nonlinear Analysis of Physiological Data, edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin, 1998), pp. 191-209; H. Seidel and H.-P. Herzel, IEEE Eng. Med. Biol. Mag. 17, 54 (1998).
    • (1966) Pfluegers Arch. , vol.289
    • Stutte, K.H.1    Hildebrandt, G.2
  • 26
    • 0016659229 scopus 로고    scopus 로고
    • Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, (Springer-Verlag, Berlin)
    • H. Pessenhofer and T. Kenner, Pfluegers Arch. 355, 77 (1975); T. Kenner, H. Pessenhofer, and G. Schwaberger, ibid. 363, 263 (1976); K.H. Stutte and G. Hildebrandt, ibid. 289, R47 (1966); F. Raschke, in Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, Springer Series in Synergetics Vol. 36 (Springer-Verlag, Berlin, 1987), pp. 152-158; F. Raschke, in Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, Springer Series in Synergetics Vol. 55 (Springer-Verlag, Berlin, 1991), pp. 155-164; D. Hoyer, O. Hader, and U. Zwiener, IEEE Eng. Med. Biol. Mag. 16, 97 (1997); M. Schiek, F.R. Drepper, R. Engbert, H.-H. Abel, and K. Suder, in Nonlinear Analysis of Physiological Data, edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin, 1998), pp. 191-209; H. Seidel and H.-P. Herzel, IEEE Eng. Med. Biol. Mag. 17, 54 (1998).
    • (1987) Springer Series in Synergetics , vol.36 , pp. 152-158
    • Raschke, F.1
  • 27
    • 0016659229 scopus 로고    scopus 로고
    • Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, (Springer-Verlag, Berlin)
    • H. Pessenhofer and T. Kenner, Pfluegers Arch. 355, 77 (1975); T. Kenner, H. Pessenhofer, and G. Schwaberger, ibid. 363, 263 (1976); K.H. Stutte and G. Hildebrandt, ibid. 289, R47 (1966); F. Raschke, in Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, Springer Series in Synergetics Vol. 36 (Springer-Verlag, Berlin, 1987), pp. 152-158; F. Raschke, in Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, Springer Series in Synergetics Vol. 55 (Springer-Verlag, Berlin, 1991), pp. 155-164; D. Hoyer, O. Hader, and U. Zwiener, IEEE Eng. Med. Biol. Mag. 16, 97 (1997); M. Schiek, F.R. Drepper, R. Engbert, H.-H. Abel, and K. Suder, in Nonlinear Analysis of Physiological Data, edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin, 1998), pp. 191-209; H. Seidel and H.-P. Herzel, IEEE Eng. Med. Biol. Mag. 17, 54 (1998).
    • (1991) Springer Series in Synergetics , vol.55 , pp. 155-164
    • Raschke, F.1
  • 28
    • 0031282494 scopus 로고    scopus 로고
    • H. Pessenhofer and T. Kenner, Pfluegers Arch. 355, 77 (1975); T. Kenner, H. Pessenhofer, and G. Schwaberger, ibid. 363, 263 (1976); K.H. Stutte and G. Hildebrandt, ibid. 289, R47 (1966); F. Raschke, in Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, Springer Series in Synergetics Vol. 36 (Springer-Verlag, Berlin, 1987), pp. 152-158; F. Raschke, in Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, Springer Series in Synergetics Vol. 55 (Springer-Verlag, Berlin, 1991), pp. 155-164; D. Hoyer, O. Hader, and U. Zwiener, IEEE Eng. Med. Biol. Mag. 16, 97 (1997); M. Schiek, F.R. Drepper, R. Engbert, H.-H. Abel, and K. Suder, in Nonlinear Analysis of Physiological Data, edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin, 1998), pp. 191-209; H. Seidel and H.-P. Herzel, IEEE Eng. Med. Biol. Mag. 17, 54 (1998).
    • (1997) IEEE Eng. Med. Biol. Mag. , vol.16 , pp. 97
    • Hoyer, D.1    Hader, O.2    Zwiener, U.3
  • 29
    • 0016659229 scopus 로고    scopus 로고
    • edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin)
    • H. Pessenhofer and T. Kenner, Pfluegers Arch. 355, 77 (1975); T. Kenner, H. Pessenhofer, and G. Schwaberger, ibid. 363, 263 (1976); K.H. Stutte and G. Hildebrandt, ibid. 289, R47 (1966); F. Raschke, in Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, Springer Series in Synergetics Vol. 36 (Springer-Verlag, Berlin, 1987), pp. 152-158; F. Raschke, in Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, Springer Series in Synergetics Vol. 55 (Springer-Verlag, Berlin, 1991), pp. 155-164; D. Hoyer, O. Hader, and U. Zwiener, IEEE Eng. Med. Biol. Mag. 16, 97 (1997); M. Schiek, F.R. Drepper, R. Engbert, H.-H. Abel, and K. Suder, in Nonlinear Analysis of Physiological Data, edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin, 1998), pp. 191-209; H. Seidel and H.-P. Herzel, IEEE Eng. Med. Biol. Mag. 17, 54 (1998).
    • (1998) Nonlinear Analysis of Physiological Data , pp. 191-209
    • Schiek, M.1    Drepper, F.R.2    Engbert, R.3    Abel, H.-H.4    Suder, K.5
  • 30
    • 0032211214 scopus 로고    scopus 로고
    • H. Pessenhofer and T. Kenner, Pfluegers Arch. 355, 77 (1975); T. Kenner, H. Pessenhofer, and G. Schwaberger, ibid. 363, 263 (1976); K.H. Stutte and G. Hildebrandt, ibid. 289, R47 (1966); F. Raschke, in Temporal Disorder in Human Oscillatory Systems, edited by L. Rensing, U. an der Heiden, and M. Mackey, Springer Series in Synergetics Vol. 36 (Springer-Verlag, Berlin, 1987), pp. 152-158; F. Raschke, in Rhythms in Physiological Systems, edited by H. Haken and H.P. Koepchen, Springer Series in Synergetics Vol. 55 (Springer-Verlag, Berlin, 1991), pp. 155-164; D. Hoyer, O. Hader, and U. Zwiener, IEEE Eng. Med. Biol. Mag. 16, 97 (1997); M. Schiek, F.R. Drepper, R. Engbert, H.-H. Abel, and K. Suder, in Nonlinear Analysis of Physiological Data, edited by H. Kantz, J. Kurths, and G. Mayer-Kress (Springer, Berlin, 1998), pp. 191-209; H. Seidel and H.-P. Herzel, IEEE Eng. Med. Biol. Mag. 17, 54 (1998).
    • (1998) IEEE Eng. Med. Biol. Mag. , vol.17 , pp. 54
    • Seidel, H.1    Herzel, H.-P.2
  • 33
    • 0004276022 scopus 로고
    • Dr. Dietrich Steinkopff Verlag, Darmstadt
    • H.P. Koepchen, Die Blutdruckrhythmik (Dr. Dietrich Steinkopff Verlag, Darmstadt, 1962).
    • (1962) Die Blutdruckrhythmik
    • Koepchen, H.P.1
  • 37
    • 12944275674 scopus 로고    scopus 로고
    • T. Schreiber, Phys. Rev. Lett. 85, 461 (2000); M. Paluŝ, V. Komárek, Z. Hrnĉir̂, and K. Ŝtêrbová, Phys. Rev. E 63, 046211 (2001).
    • (2000) Phys. Rev. Lett. , vol.85 , pp. 461
    • Schreiber, T.1
  • 41
    • 33646988104 scopus 로고    scopus 로고
    • note
    • j) is recommended; this procedure also reduces the effect of noise.
  • 44
    • 33646973576 scopus 로고    scopus 로고
    • U. Feldmann and J. Bhattacharya (unpublished)
    • U. Feldmann and J. Bhattacharya (unpublished); B. Schack and M. Arnold (private communication).
  • 45
    • 33646987671 scopus 로고    scopus 로고
    • private communication
    • U. Feldmann and J. Bhattacharya (unpublished); B. Schack and M. Arnold (private communication).
    • Schack, B.1    Arnold, M.2
  • 46
    • 33646989411 scopus 로고    scopus 로고
    • note
    • We emphasize that the phases are considered unwrapped when we compute the phase increase Δ, and wrapped when we search for close neighbors. Considering the averaging, we note that for short records the number of mutual neighbors is small, and the statistics is therefore poor, and the predictability improvement is reduced. To compensate this, we used only m out of l points in averaging involved in computation of the univariate prediction error.
  • 47
    • 33646978670 scopus 로고    scopus 로고
    • note
    • 1,2 separately.
  • 50
    • 33646977755 scopus 로고    scopus 로고
    • note
    • 2, where 〈〉 denote time average, see Refs. [11,34].
  • 52
    • 33646978323 scopus 로고    scopus 로고
    • note
    • Current models of respiration imply that the respiratory rhythm is generated in the brain stem, in a network, which includes also neurons modulating heart rate [36].
  • 53
    • 0002054280 scopus 로고
    • edited by A.D. Loewy and K.M. Spyer (Oxford University Press, New York)
    • D.W. Richter and K.M. Spyer, in Central Regulation of Autonomic Functions, edited by A.D. Loewy and K.M. Spyer (Oxford University Press, New York, 1990), pp. 189-207.
    • (1990) Central Regulation of Autonomic Functions , pp. 189-207
    • Richter, D.W.1    Spyer, K.M.2
  • 54
    • 0019497754 scopus 로고
    • W. Osterrieder, Q.F. Yang, and W. Trautwein, Pfluegers Arch. 389, 283 (1981); M.R. Boyett and A. Roberts, J. Physiol. (London) 393, 171 (1987); M.H. Chen, R.D. Berger, J.P. Saul, K. Stevenson, and R.J. Cohen, Comput. Cardiol. 13, 149 (1987); F. Dexter, Y. Rudy, and G.M. Saidel, Am. J. Physiol. 266, H298 (1994).
    • (1981) Pfluegers Arch. , vol.389 , pp. 283
    • Osterrieder, W.1    Yang, Q.F.2    Trautwein, W.3
  • 55
    • 0023571525 scopus 로고
    • W. Osterrieder, Q.F. Yang, and W. Trautwein, Pfluegers Arch. 389, 283 (1981); M.R. Boyett and A. Roberts, J. Physiol. (London) 393, 171 (1987); M.H. Chen, R.D. Berger, J.P. Saul, K. Stevenson, and R.J. Cohen, Comput. Cardiol. 13, 149 (1987); F. Dexter, Y. Rudy, and G.M. Saidel, Am. J. Physiol. 266, H298 (1994).
    • (1987) J. Physiol. (London) , vol.393 , pp. 171
    • Boyett, M.R.1    Roberts, A.2
  • 56
    • 0023526317 scopus 로고
    • W. Osterrieder, Q.F. Yang, and W. Trautwein, Pfluegers Arch. 389, 283 (1981); M.R. Boyett and A. Roberts, J. Physiol. (London) 393, 171 (1987); M.H. Chen, R.D. Berger, J.P. Saul, K. Stevenson, and R.J. Cohen, Comput. Cardiol. 13, 149 (1987); F. Dexter, Y. Rudy, and G.M. Saidel, Am. J. Physiol. 266, H298 (1994).
    • (1987) Comput. Cardiol. , vol.13 , pp. 149
    • Chen, M.H.1    Berger, R.D.2    Saul, J.P.3    Stevenson, K.4    Cohen, R.J.5
  • 57
    • 0028002796 scopus 로고
    • W. Osterrieder, Q.F. Yang, and W. Trautwein, Pfluegers Arch. 389, 283 (1981); M.R. Boyett and A. Roberts, J. Physiol. (London) 393, 171 (1987); M.H. Chen, R.D. Berger, J.P. Saul, K. Stevenson, and R.J. Cohen, Comput. Cardiol. 13, 149 (1987); F. Dexter, Y. Rudy, and G.M. Saidel, Am. J. Physiol. 266, H298 (1994).
    • (1994) Am. J. Physiol. , vol.266
    • Dexter, F.1    Rudy, Y.2    Saidel, G.M.3
  • 58
    • 33646973306 scopus 로고    scopus 로고
    • note
    • Quiet sleep in young infants is usually not further classified into substages in clinical practice.


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