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Volumn 64, Issue 5, 1996, Pages 871-886

Fast orthogonal identification of nonlinear stochastic models and radial basis function neural networks

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MATHEMATICAL MODELS; NEURAL NETWORKS; PARAMETER ESTIMATION; REGRESSION ANALYSIS; STOCHASTIC CONTROL SYSTEMS;

EID: 0030192825     PISSN: 00207179     EISSN: 13665820     Source Type: Journal    
DOI: 10.1080/00207179608921662     Document Type: Article
Times cited : (70)

References (16)
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    • Extended model set, global data and threshold model identification of severely nonlinear systems
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    • (1989) International Journal of Control , vol.50 , pp. 1897-1923
    • Billings, S.A.1    Chen, S.2
  • 2
    • 0024067409 scopus 로고
    • Identification of nonlinear output affine systems using an orthogonal least squares algorithm
    • Billings, S. A., Korenberg, M. J., and Chen, S., 1988, Identification of nonlinear output affine systems using an orthogonal least squares algorithm. International Journal of Systems Science, 19, 1159-1568.
    • (1988) International Journal of Systems Science , vol.19 , pp. 1159-1568
    • Billings, S.A.1    Korenberg, M.J.2    Chen, S.3
  • 3
    • 0021444961 scopus 로고
    • Least squares parameter estimation algorithms for nonlinear systems.
    • 1986, Correlation based model validity tests for nonlinear models. International Journal of Control, 44, 235-244
    • Billings, S. A., and Voon, W. S. F., 1984, Least squares parameter estimation algorithms for nonlinear systems. International Journal of Systems Science, 15, 601-615; 1986, Correlation based model validity tests for nonlinear models. International Journal of Control, 44, 235-244.
    • (1984) International Journal of Systems Science , vol.15 , pp. 601-615
    • Billings, S.A.1    Voon, W.S.F.2
  • 4
    • 0026218753 scopus 로고
    • Rational model identification using an extended least squares algorithm.
    • Billings, S. A., and Zhu, Q. M., 1991, Rational model identification using an extended least squares algorithm. International Journal of Control, 54, 529-546
    • (1991) International Journal of Control , vol.54 , pp. 529-546
    • Billings, S.A.1    Zhu, Q.M.2
  • 7
    • 0024771664 scopus 로고
    • Orthogonal least squares methods and their application to nonlinear system identification.
    • Chen, S., Billings, S. A., and Luo, W., 1989, Orthogonal least squares methods and their application to nonlinear system identification. International Journal of Control, 50, 1873-1896.
    • (1989) International Journal of Control , vol.50 , pp. 1873-1896
    • Chen, S.1    Billings, S.A.2    Luo, W.3
  • 8
    • 0003807773 scopus 로고
    • (Englewood Cliffs, New Jersey, U.S.A.: Prentice Hall)
    • Haykin, S., 1986, Adaptive Filter Theory (Englewood Cliffs, New Jersey, U.S.A.: Prentice Hall).
    • (1986) Adaptive Filter Theory
    • Haykin, S.1
  • 9
    • 0023893212 scopus 로고
    • Identifying nonlinear difference equation and functional expression representations: The fast orthogonal algorithm
    • Korenberg, M. J., 1988, Identifying nonlinear difference equation and functional expression representations: the fast orthogonal algorithm. Annals of Biomedical Engineering, 16, 123-142.
    • (1988) Annals of Biomedical Engineering , vol.16 , pp. 123-142
    • Korenberg, M.J.1
  • 11
    • 0026188672 scopus 로고
    • Orthogonal approaches to time series analysis and system identification
    • Korenberg, M. J., and Paarmann, L. D., 1991, Orthogonal approaches to time series analysis and system identification. IEEE SP Magazine, 7, 29-43.
    • (1991) IEEE SP Magazine , vol.7 , pp. 29-43
    • Korenberg, M.J.1    Paarmann, L.D.2
  • 15
    • 34250122797 scopus 로고
    • Interpolation of scattered data: Distance matrices and conditionally positive definite functions
    • Micchelli, C. A., 1986, Interpolation of scattered data: distance matrices and conditionally positive definite functions. Constructive Approximation, 2, 11-22.
    • (1986) Constructive Approximation , vol.2 , pp. 11-22
    • Micchelli, C.A.1
  • 16
    • 0003107035 scopus 로고
    • Recursive parameter estimation for nonlinear rational models.
    • L, 1993, Parameter estimation for stochastic nonlinear rational models. International Journal of Control, 57, 309-333; 1994, Modelling of complex systems using nonlinear rational approximations. Proceedings of the International Symposium of Young Investigators on Information, Computer and Control, Beijing, People’s Republic of China, pp. 21-27
    • Zhu, Q. M., and Billings, S. A., 1991, Recursive parameter estimation for nonlinear rational models. Journal of Systems Engineering, L, 63-67; 1993, Parameter estimation for stochastic nonlinear rational models. International Journal of Control, 57, 309-333; 1994, Modelling of complex systems using nonlinear rational approximations. Proceedings of the International Symposium of Young Investigators on Information, Computer and Control, Beijing, People’s Republic of China, pp. 21-27.
    • (1991) Journal of Systems Engineering , pp. 63-67
    • Zhu, Q.M.1    Billings, S.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.