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Volumn 35, Issue 11, 2007, Pages 1898-1906

Oxygen uptake estimation in humans during exercise using a Hammerstein model

Author keywords

Hammerstein model; Identification; Oxygen uptake; PRBS; Support Vector Regression; Treadmill exercise

Indexed keywords

EXERCISE EQUIPMENT; MATHEMATICAL MODELS; METABOLISM; OXYGEN; SUPPORT VECTOR MACHINES; VENTILATION;

EID: 35449000143     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-007-9362-2     Document Type: Article
Times cited : (28)

References (47)
  • 1
    • 0022781238 scopus 로고
    • FNS parameter selection and upper limb characterization
    • Allin J., Inbar G. (1986) FNS parameter selection and upper limb characterization. IEEE Trans. Biomed. Eng. 33:809-817
    • (1986) IEEE Trans. Biomed. Eng. , vol.33 , pp. 809-817
    • Allin, J.1    Inbar, G.2
  • 2
    • 0032022209 scopus 로고    scopus 로고
    • An optimal two-stage identification algorithm for Hammerstein-Wiener nonlinear systems
    • 3
    • Bai E. W. (1998) An optimal two-stage identification algorithm for Hammerstein-Wiener nonlinear systems. Automatica 34(3):333-338
    • (1998) Automatica , vol.34 , pp. 333-338
    • Bai, E.W.1
  • 3
    • 0036647692 scopus 로고    scopus 로고
    • A blind approach to the Hammerstein model identification
    • 7
    • Bai E. W. (2002) A blind approach to the Hammerstein model identification. IEEE Trans. Signal Proce. 50(7):1610-1619
    • (2002) IEEE Trans. Signal Proce. , vol.50 , pp. 1610-1619
    • Bai, E.W.1
  • 4
    • 0036568296 scopus 로고    scopus 로고
    • Identification of linear systems with hard input nonlinearities of known structure
    • Bai E. W. (2002) Identification of linear systems with hard input nonlinearities of known structure. Automatica 38:853-860
    • (2002) Automatica , vol.38 , pp. 853-860
    • Bai, E.W.1
  • 5
    • 1242332447 scopus 로고    scopus 로고
    • Decoupling the linear and nonlinear parts in Hammerstein model identification
    • Bai E. W. (2004) Decoupling the linear and nonlinear parts in Hammerstein model identification. Automatica 40:671-676
    • (2004) Automatica , vol.40 , pp. 671-676
    • Bai, E.W.1
  • 6
    • 0022781239 scopus 로고
    • A discrete-time model of electrically stimulated muscle
    • Bernotas L., Crago P., Chizeck H. (1986) A discrete-time model of electrically stimulated muscle. IEEE Trans. Biomed. Eng. 33:829-838
    • (1986) IEEE Trans. Biomed. Eng. , vol.33 , pp. 829-838
    • Bernotas, L.1    Crago, P.2    Chizeck, H.3
  • 7
    • 0017991339 scopus 로고
    • Identification of a class of nonlinear systems using correlation analysis
    • 7
    • Bilings S. A., Fakhouri S. Y. (1978) Identification of a class of nonlinear systems using correlation analysis. Proc. Inst. Elect. Eng. 125(7):691-697
    • (1978) Proc. Inst. Elect. Eng. , vol.125 , pp. 691-697
    • Bilings, S.A.1    Fakhouri, S.Y.2
  • 9
    • 0015143385 scopus 로고
    • A noniterative method for identification using Hammerstein model
    • Chang F., Luus R. (1971) A noniterative method for identification using Hammerstein model. IEEE Trans. Automat. Contr. 16:464-468
    • (1971) IEEE Trans. Automat. Contr. , vol.16 , pp. 464-468
    • Chang, F.1    Luus, R.2
  • 11
    • 1642430572 scopus 로고    scopus 로고
    • Identification of Hammerstein models with cubic spline nonlinearities
    • Dempsey E. J., Westwick D. T. (2004) Identification of Hammerstein models with cubic spline nonlinearities. IEEE Trans. Biomed. Eng. 51:237-245
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , pp. 237-245
    • Dempsey, E.J.1    Westwick, D.T.2
  • 12
    • 0003119652 scopus 로고
    • Oxygen used in horizontal and grade walking and running on the treadmill
    • Dill D. B. (1965) Oxygen used in horizontal and grade walking and running on the treadmill. J. Appl. Physiol. 20:19-22
    • (1965) J. Appl. Physiol. , vol.20 , pp. 19-22
    • Dill, D.B.1
  • 14
    • 0023162436 scopus 로고
    • 2 kinetics in subjects differing in aerobic capacity: Investigation by spectral analysis
    • 5
    • 2 kinetics in subjects differing in aerobic capacity: investigation by spectral analysis. Eur. J. Appl. Physiol. 56(5):508-515
    • (1987) Eur. J. Appl. Physiol. , vol.56 , pp. 508-515
    • Efeld, D.1    Hoffmann, U.2    Stegemann, J.3
  • 15
    • 0026111055 scopus 로고
    • Use of Hammerstein models in identification of nonlinear systems
    • Eskinat E., Johnson S. H., Luyben W. L. (1991) Use of Hammerstein models in identification of nonlinear systems. AIChE J. 37:255-268
    • (1991) AIChE J. , vol.37 , pp. 255-268
    • Eskinat, E.1    Johnson, S.H.2    Luyben, W.L.3
  • 17
    • 17644418363 scopus 로고    scopus 로고
    • Approximation of the feasible parameter set in worst-case identification of Hammerstein models
    • Falugi P., Giarre L., Zappa G. (2005) Approximation of the feasible parameter set in worst-case identification of Hammerstein models. Automatica 41:1017-1024
    • (2005) Automatica , vol.41 , pp. 1017-1024
    • Falugi, P.1    Giarre, L.2    Zappa, G.3
  • 19
    • 18444381761 scopus 로고    scopus 로고
    • Identification of MIMO Hammerstein models using least squares support vector machines
    • Goethals I., Pelckmans K., Suykens J. A. K., De Moor B. (2005) Identification of MIMO Hammerstein models using least squares support vector machines. Automatica 41:1263-1272
    • (2005) Automatica , vol.41 , pp. 1263-1272
    • Goethals, I.1    Pelckmans, K.2    Suykens, J.A.K.3    De Moor, B.4
  • 21
    • 0018834093 scopus 로고
    • Faster adjustment to and recovery from submaximal exercise in the trained state
    • Hagberg J. M., Hickson R. C., Ehsani A. A., Holloszy J. O. (1980) Faster adjustment to and recovery from submaximal exercise in the trained state. J. Appl. Physiol. 48:218-224
    • (1980) J. Appl. Physiol. , vol.48 , pp. 218-224
    • Hagberg, J.M.1    Hickson, R.C.2    Ehsani, A.A.3    Holloszy, J.O.4
  • 22
    • 84960552299 scopus 로고
    • Muscular exercise, lactic acid and the supply and utilization of oxygen
    • Hill A. V., Lupton H. (1923) Muscular exercise, lactic acid and the supply and utilization of oxygen. Q. J. Med. 16:l35-171
    • (1923) Q. J. Med. , vol.16 , pp. 35-171
    • Hill, A.V.1    Lupton, H.2
  • 24
    • 0032147127 scopus 로고    scopus 로고
    • Investigation of the Hammerstein hypothesis in the modeling of electrically stimulated muscle
    • 8
    • Hunt K. J., Munih M., Donaldson N. de. N., Barr F. M. D. (1998) Investigation of the Hammerstein hypothesis in the modeling of electrically stimulated muscle. IEEE Trans. Biomed. Eng. 45(8):998-1009
    • (1998) IEEE Trans. Biomed. Eng. , vol.45 , pp. 998-1009
    • Hunt, K.J.1    Munih, M.2    Donaldson De., N.N.3    Barr, F.M.D.4
  • 25
    • 0022960073 scopus 로고
    • The identification of nonlinear biological systems: Wiener and Hammerstein cascade models
    • Hunter I. W., Korenberg M. J. (1986) The identification of nonlinear biological systems: Wiener and Hammerstein cascade models. Biol. Cybern. 55:135-144
    • (1986) Biol. Cybern. , vol.55 , pp. 135-144
    • Hunter, I.W.1    Korenberg, M.J.2
  • 26
    • 85069347872 scopus 로고
    • Identification of biological cascades of linear and nonlinear systems
    • 2
    • Korenberg M. J. (1973) Identification of biological cascades of linear and nonlinear systems. Proc. Midwest Symp. Circuit Theory 18(2):1-9
    • (1973) Proc. Midwest Symp. Circuit Theory , vol.18 , pp. 1-9
    • Korenberg, M.J.1
  • 27
    • 0026372989 scopus 로고
    • Recent advances in the identification of nonlinear systems: Minimumvariance approximation by Hammerstein models
    • Korenberg M. J. (1991) Recent advances in the identification of nonlinear systems: minimumvariance approximation by Hammerstein models. Proc. IEEE EMBS 13:2258-2259
    • (1991) Proc. IEEE EMBS , vol.13 , pp. 2258-2259
    • Korenberg, M.J.1
  • 28
    • 0032033418 scopus 로고    scopus 로고
    • Nonparametric block-structured modeling of lung tissue strip mechanics
    • 2
    • Maksym G. N., Kearney R. E., Bates J. H. (1998) Nonparametric block-structured modeling of lung tissue strip mechanics. Ann. Biomed. Eng. 26(2):242-252
    • (1998) Ann. Biomed. Eng. , vol.26 , pp. 242-252
    • Maksym, G.N.1    Kearney, R.E.2    Bates, J.H.3
  • 29
    • 82055201757 scopus 로고
    • An iterative method for the identification of nonlinear systems using Hammerstein model
    • Narendra K. S., Gallman P. G. (1966) An iterative method for the identification of nonlinear systems using Hammerstein model. IEEE Trans. Automat. Contr. 11:546-550
    • (1966) IEEE Trans. Automat. Contr. , vol.11 , pp. 546-550
    • Narendra, K.S.1    Gallman, P.G.2
  • 30
    • 0036888228 scopus 로고    scopus 로고
    • Quantifying the accuracy of Hammerstein model estimation
    • Ninness B., Gibson S. (2002) Quantifying the accuracy of Hammerstein model estimation. Automatica 38:2037-2051
    • (2002) Automatica , vol.38 , pp. 2037-2051
    • Ninness, B.1    Gibson, S.2
  • 31
    • 0026171066 scopus 로고
    • On the series expansion approach to the identification of Hammerstein systems
    • Pawlak M. (1991) On the series expansion approach to the identification of Hammerstein systems. IEEE Trans. Automat. Contr. 36:763-767
    • (1991) IEEE Trans. Automat. Contr. , vol.36 , pp. 763-767
    • Pawlak, M.1
  • 32
    • 0017684972 scopus 로고
    • Dynamic and steady-state respiratory responses to bicycle exercise
    • 6
    • Pearce D. H., Milhorn H. T. Jr (1977) Dynamic and steady-state respiratory responses to bicycle exercise. J. Appl. Physiol. 42(6):959-967
    • (1977) J. Appl. Physiol. , vol.42 , pp. 959-967
    • Pearce, D.H.1    Milhorn Jr, H.T.2
  • 35
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Smola A., Schlkopf B. (2004) A tutorial on support vector regression. Stat. Comput. 14:199-222
    • (2004) Stat. Comput. , vol.14 , pp. 199-222
    • Smola, A.1    Schlkopf, B.2
  • 36
    • 13544269245 scopus 로고    scopus 로고
    • Control of multivariable Hammerstein systems by using feedforward passivation
    • 4
    • Su S. W., Bao J., Lee P. L. (2005) Control of multivariable Hammerstein systems by using feedforward passivation. Ind. Eng. Chem. Res. 44(4):891-899
    • (2005) Ind. Eng. Chem. Res. , vol.44 , pp. 891-899
    • Su, S.W.1    Bao, J.2    Lee, P.L.3
  • 37
    • 34250693639 scopus 로고    scopus 로고
    • Identification and control for heart rate regulation during treadmill exercise
    • 7
    • Su, S. W., L. Wang, B. Celler, A. Savkin, and Y. Guo. Identification and control for heart rate regulation during treadmill exercise. IEEE Trans. Biomed. Eng. 54(7):1238-1246, 2007.
    • (2007) IEEE Trans. Biomed. Eng. , vol.54 , pp. 1238-1246
    • Su, S.W.1    Wang, L.2    Celler, B.3    Savkin, A.4    Guo, Y.5
  • 42
    • 0010864753 scopus 로고
    • Pattern recognition using generalized portrait method
    • Vapnik, V., and A. Lerner. Pattern recognition using generalized portrait method. Automat. Rem. Contr. 14:774-780, 1963.
    • (1963) Automat. Rem. Contr. , vol.14 , pp. 774-780
    • Vapnik, V.1    Lerner, A.2
  • 43
    • 0033356737 scopus 로고    scopus 로고
    • Iterative algorithm for parameter identification of Hammerstein systems with two-segment nonlinearities
    • Voros J. (1999) Iterative algorithm for parameter identification of Hammerstein systems with two-segment nonlinearities. IEEE Trans. Automat. Contr. 44:2145-2149
    • (1999) IEEE Trans. Automat. Contr. , vol.44 , pp. 2145-2149
    • Voros, J.1
  • 44
    • 0015623549 scopus 로고
    • An equation for prediction of energy expenditure of walking and running
    • van der Walt W. H., Wyndham C. H. (1973) An equation for prediction of energy expenditure of walking and running. J. Appl. Physiol. 34:559-563
    • (1973) J. Appl. Physiol. , vol.34 , pp. 559-563
    • Van Der Walt, W.H.1    Wyndham, C.H.2
  • 45
    • 33846933101 scopus 로고    scopus 로고
    • Modeling of a gas concentration measurement system
    • Shanghai, China, September
    • Wang, L., S. W. Su, B. Celler, and A. Savkin. Modeling of a gas concentration measurement system. Proc. IEEE EMBS. Shanghai, China, September, 2005, pp. 6695-6698.
    • (2005) Proc. IEEE EMBS , pp. 6695-6698
    • Wang, L.1    Su, B.2    Celler, S.W.3    Savkin, A.4
  • 47
    • 2542435941 scopus 로고    scopus 로고
    • Effects of load carriage, load position, and walking speed on energy cost of walking
    • Yanagawa K., Abe D., Niihata S. (2004) Effects of load carriage, load position, and walking speed on energy cost of walking. Appl. Ergon. 35:329-335
    • (2004) Appl. Ergon. , vol.35 , pp. 329-335
    • Yanagawa, K.1    Abe, D.2    Niihata, S.3


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