A bootstrap term selection method for the identification of time-varying nonlinear systems

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2006, Pages 3712-3715

  Ikharia, Bashiru I ^a   Westwick, David T ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DATA REDUCTION; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; PARAMETER ESTIMATION; TIME VARYING NETWORKS;

JOINT STIFFNESS; SIMULATED DATA; SPECIALIZED MODEL STRUCTURES;

NONLINEAR SYSTEMS;

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; COMPUTER SIMULATION; NONLINEAR SYSTEM; SYSTEMS THEORY; THEORETICAL MODEL; TIME;

ALGORITHMS; COMPUTER SIMULATION; MODELS, BIOLOGICAL; MODELS, THEORETICAL; NONLINEAR DYNAMICS; SYSTEMS THEORY; TIME;

EID: 34047130297     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.259372     Document Type: Conference Paper

References (9)

1. R. Zou, H. Wang, and K. H. Chon. "A robust time-varying identification algorithm using basis functions," Annals Biom. Engg., vol. 31, pp. 840-853, March 2003.
2. M. Lortie and R. E. Kearney, "Identification of time-varying Hammerstein systems from ensemble data," Annals Biom. Engg., vol. 29, no. 8, pp. 619-635, August 2001.
3. S. Sanyal and D. T. Westwick, "Identification of time-varying joint dynamics," IEEE CCECE Conf., pp. 358-361, May 2005.
4. B. I. Ikharia and D. T. Westwick, "Identitification of time-varying Hammerstein systems using a basis expansion approach," IEEE CCECE conf., pp. 1827-1830, May 2006.
5. D. T. Westwick and R. E. Kearney, "Separable least squares identification of nonlinear Hammerstein models: Application to stretch reflex dynamics," Annals Biom. Engg., vol. 29, no. 8, pp. 707-718, August 2001.
6. B. Efron and R. Tibshirani, An introduction to the bootstrap. Florida, USA: Chapman and Hall, 1993.
7. E. J. Dempsey and D. T. Westwick, "Identification of Hammmerstein models with cubic spline nonlinearities," IEEE Trans. Bio. Eng., vol. 51, no. 2, pp. 237-245, February 2004.
8. A. Zoubir and D. Iskander, Bootstrap techniques for signal processing. New York, USA: Cambridge Universtiy Press. 2004.
9. M. M. Mirgagheri, H. Barbeau, and R. E. Kearney, "Instrinsic and reflex contributions to human ankle stiffness: variation with activation level and position," Exp. Brain Res., vol. 135. pp. 423-436, July 2000.