메뉴 건너뛰기




Volumn 4, Issue 2, 2009, Pages 147-153

System identification using optimally designed functional link networks via a fast orthogonal search technique

Author keywords

Functional link networks; Neural networks; Nonlinear mapping; Orthogonal search; System identification

Indexed keywords

FUNCTIONS; IDENTIFICATION (CONTROL SYSTEMS); MAPPING; NEURAL NETWORKS; NONLINEAR SYSTEMS;

EID: 77951681395     PISSN: 1796203X     EISSN: None     Source Type: Journal    
DOI: 10.4304/jcp.4.2.147-153     Document Type: Article
Times cited : (17)

References (35)
  • 1
    • 0024487978 scopus 로고
    • A robust orthogonal algorithm for system identification and time-series analysis
    • M. J. Korenberg, "A robust orthogonal algorithm for system identification and time-series analysis," Biological Cybernetics, vol. 60, pp. 267-276, 1989.
    • (1989) Biological Cybernetics , vol.60 , pp. 267-276
    • Korenberg, M.J.1
  • 2
    • 0020204034 scopus 로고
    • Nonlinear echo cancellation of data signals
    • O. Agazzi and D. G. Messerschmitt, "Nonlinear echo cancellation of data signals," IEEE Transcation on Communication, vol. COMM, no. 30, pp. 2421-2433, 1982.
    • (1982) IEEE Transcation on Communication , vol.COMM , Issue.30 , pp. 2421-2433
    • Agazzi, O.1    Messerschmitt, D.G.2
  • 4
    • 0026258834 scopus 로고
    • Quadratic linear filters for signal detection
    • J. D. Taft, "Quadratic linear filters for signal detection," IEEE Transcation on Signal Processing, vol. SP, no. 39, pp. 2557-2559, 1991.
    • (1991) IEEE Transcation on Signal Processing , vol.SP , Issue.39 , pp. 2557-2559
    • Taft, J.D.1
  • 5
    • 0024866495 scopus 로고
    • On the approximate realization of continuous-mappings by neural networks
    • K. Funahashi, "On the approximate realization of continuous-mappings by neural networks," Neural Networks, vol. 2, no. 3, pp. 183-192, 1989.
    • (1989) Neural Networks , vol.2 , Issue.3 , pp. 183-192
    • Funahashi, K.1
  • 6
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • K. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks," IEEE Transactions on Neural Networks, vol. 1, pp. 4-27, 1990.
    • (1990) IEEE Transactions on Neural Networks , vol.1 , pp. 4-27
    • Narendra, K.1    Parthasarathy, K.2
  • 7
    • 0025448276 scopus 로고
    • Nonlinear system identification using neural networks
    • S. Chen, S. Billings, and P. Grant, "Nonlinear system identification using neural networks," International Journal of Control, vol. 51, no. 6, pp. 1191-1214, 1990.
    • (1990) International Journal of Control , vol.51 , Issue.6 , pp. 1191-1214
    • Chen, S.1    Billings, S.2    Grant, P.3
  • 8
    • 0029151129 scopus 로고
    • Efficient identification of rbf neural-net models for nonlinear discrete-time multivariable dynamicalsystems
    • S. H. Tan, J. B. Hao, and J. Vandewalle, "Efficient identification of rbf neural-net models for nonlinear discrete-time multivariable dynamicalsystems," Neurocomputing, vol. 9, no. 1, p. 1126, 1995.
    • (1995) Neurocomputing , vol.9 , Issue.1 , pp. 1126
    • Tan, S.H.1    Hao, J.B.2    Vandewalle, J.3
  • 10
    • 0028465208 scopus 로고
    • Radial basis fnction neural network for approximation and estimation of nonlinear stochastic dynamic systems
    • S. Elanyar and Y. Shin, "Radial basis fnction neural network for approximation and estimation of nonlinear stochastic dynamic systems," IEEE Transactions on Neural Networks, vol. 5, pp. 594-603, 1994.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , pp. 594-603
    • Elanyar, S.1    Shin, Y.2
  • 11
    • 0001683814 scopus 로고
    • Layered neural networks with gaussian hidden units as universal approximations
    • E. Hartman, J. D. Keeler, and J. M. Kowalski, "Layered neural networks with gaussian hidden units as universal approximations," Neural Comput., vol. 2, no. 2, pp. 210-215, 1990.
    • (1990) Neural Comput , vol.2 , Issue.2 , pp. 210-215
    • Hartman, E.1    Keeler, J.D.2    Kowalski, J.M.3
  • 14
    • 0003049327 scopus 로고
    • Neural-net computing and intelligent control systems
    • Y.-H. Pao, S. Phillips, and D. Sobajic, "Neural-net computing and intelligent control systems," International Journal of Control, vol. 56, no. 2, pp. 263-289, 1992.
    • (1992) International Journal of Control , vol.56 , Issue.2 , pp. 263-289
    • Pao, Y.-H.1    Phillips, S.2    Sobajic, D.3
  • 16
    • 0033324447 scopus 로고    scopus 로고
    • Genetic algorithm based identification of nonlinear systems by sparse volterra filters
    • L. Yao, "Genetic algorithm based identification of nonlinear systems by sparse volterra filters," IEEE Transactions on Signal Processing, vol. 47, no. 12, pp. 3433-3435, 1999.
    • (1999) IEEE Transactions on Signal Processing , vol.47 , Issue.12 , pp. 3433-3435
    • Yao, L.1
  • 17
    • 33947162854 scopus 로고    scopus 로고
    • Volterra-system identification using adaptive real-coded genetic algorithm
    • H. Abbas and M. Bayoumi, "Volterra-system identification using adaptive real-coded genetic algorithm," IEEE Transactions on Systems, Man and Cybernetics, Part A, vol. 36, no. 4, pp. 671-684, 2006.
    • (2006) IEEE Transactions on Systems, Man and Cybernetics, Part A , vol.36 , Issue.4 , pp. 671-684
    • Abbas, H.1    Bayoumi, M.2
  • 18
    • 0026116468 scopus 로고
    • Orthogonal least squares learning for radial basis function networks
    • S. Chen, C. Cowan, and P. Grant, "Orthogonal least squares learning for radial basis function networks," IEEE Transactions on Neural Networks, vol. 2, no. 2, pp. 302-309, 1991.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.2 , pp. 302-309
    • Chen, S.1    Cowan, C.2    Grant, P.3
  • 19
    • 0030195189 scopus 로고    scopus 로고
    • Regularized orthogonal least squares algorithm for constructing radial basis function networks
    • S. Chen, S. Ching, and K. Alkadhimi, "Regularized orthogonal least squares algorithm for constructing radial basis function networks," International Journal of Control, vol. 64, no. 5, pp. 829-837, 1996.
    • (1996) International Journal of Control , vol.64 , Issue.5 , pp. 829-837
    • Chen, S.1    Ching, S.2    Alkadhimi, K.3
  • 20
    • 33750961042 scopus 로고    scopus 로고
    • On-line system identification of complex systems using chebyshev neural networks
    • S. Purwara, I. Karb, and A. Jha, "On-line system identification of complex systems using chebyshev neural networks," Applied Soft Computing, vol. 7, no. 1, pp. 364-372, 2007.
    • (2007) Applied Soft Computing , vol.7 , Issue.1 , pp. 364-372
    • Purwara, S.1    Karb, I.2    Jha, A.3
  • 22
    • 0024771664 scopus 로고
    • Orthogonal least squares methods and their application to non linear system identification
    • S. Chen, S. Billings, and W. Luo, "Orthogonal least squares methods and their application to non linear system identification," International Journal of Control, vol. 50, pp. 1873-1896, 1989.
    • (1989) International Journal of Control , vol.50 , pp. 1873-1896
    • Chen, S.1    Billings, S.2    Luo, W.3
  • 24
    • 0026188672 scopus 로고
    • Orthogonal approaches to time-series analysis and system identification
    • July
    • M. J. Korenberg and L. D. Paarmann, "Orthogonal approaches to time-series analysis and system identification," IEEE Signal Processing Magazine, pp. 29-43, July 1991.
    • (1991) IEEE Signal Processing Magazine , pp. 29-43
    • Korenberg, M.J.1    Paarmann, L.D.2
  • 25
    • 0029184945 scopus 로고
    • Efficient computational schemes for the orthogonal least squares algorithm
    • E. Chng, S. Chen, and B. Mulgrew, "Efficient computational schemes for the orthogonal least squares algorithm," IEEE Transactions on Signal Processing, vol. 43, pp. 373-376, 1995.
    • (1995) IEEE Transactions on Signal Processing , vol.43 , pp. 373-376
    • Chng, E.1    Chen, S.2    Mulgrew, B.3
  • 26
    • 0038609731 scopus 로고    scopus 로고
    • M.D.R., Using the fast orthogonal search with first term reselection to find subharmonic terms in spectral analysis, Annals of Biomedical Engineering, 31, pp. 741-751(11), June 2003.
    • M.D.R., "Using the fast orthogonal search with first term reselection to find subharmonic terms in spectral analysis," Annals of Biomedical Engineering, vol. 31, pp. 741-751(11), June 2003.
  • 27
    • 0029343956 scopus 로고
    • Fast orthogonal least squares algorithm for efficient subset model selection
    • July
    • S. Chen and J. Wigger, "Fast orthogonal least squares algorithm for efficient subset model selection," IEEE Trans. Signal Processing, vol. 43, pp. 1713-1715, July 1995.
    • (1995) IEEE Trans. Signal Processing , vol.43 , pp. 1713-1715
    • Chen, S.1    Wigger, J.2
  • 28
    • 0034266879 scopus 로고    scopus 로고
    • Iterative fast orthogonal search algorithm for mdl-based training of generalized single-layer networks
    • K. M. Adeney and M. J. Korenberg, "Iterative fast orthogonal search algorithm for mdl-based training of generalized single-layer networks," Neural Netw., vol. 13, no. 7, pp. 787-799, 2000.
    • (2000) Neural Netw , vol.13 , Issue.7 , pp. 787-799
    • Adeney, K.M.1    Korenberg, M.J.2
  • 29
    • 33744513327 scopus 로고    scopus 로고
    • A search algorithm for the identification of multiple inputs nonlinear systems using orthogonal least squares estimator
    • K. M. Tsang and W. L. Chan, "A search algorithm for the identification of multiple inputs nonlinear systems using orthogonal least squares estimator," Electrical Engineering, vol. 88, pp. 357-365, 2006.
    • (2006) Electrical Engineering , vol.88 , pp. 357-365
    • Tsang, K.M.1    Chan, W.L.2
  • 30
    • 33846077024 scopus 로고    scopus 로고
    • Sparse model identification using a forward orthogonal regression algorithm aided by mutual information
    • S. A. Billings and H.-L. Wei, "Sparse model identification using a forward orthogonal regression algorithm aided by mutual information," IEEE Transactions on Neural Networks, vol. 18, no. 1, pp. 306-310, 2007.
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.1 , pp. 306-310
    • Billings, S.A.1    Wei, H.-L.2
  • 31
    • 0023820865 scopus 로고
    • Exact orthogonal kernel estimation from finite data records: Extending wiener's identification of nonlinear systems
    • M. J. Korenberg, S. Bruder, and P. McIlroy, "Exact orthogonal kernel estimation from finite data records: Extending wiener's identification of nonlinear systems," Annals of Biomedical Engineering, vol. 16, pp. 201-214, 1988.
    • (1988) Annals of Biomedical Engineering , vol.16 , pp. 201-214
    • Korenberg, M.J.1    Bruder, S.2    McIlroy, P.3
  • 32
    • 0023893212 scopus 로고
    • Identifying nonlinear difference equation and functional expansion representations: The fast orthogonal algorithm
    • M. J. Korenberg, "Identifying nonlinear difference equation and functional expansion representations: The fast orthogonal algorithm," Annals of Biomedical Engineering, vol. 16, pp. 123-142, 1988.
    • (1988) Annals of Biomedical Engineering , vol.16 , pp. 123-142
    • Korenberg, M.J.1
  • 33
    • 4243711365 scopus 로고
    • Applications of nonlinear system identification,
    • Master's thesis, Queen's University at Kingston, Ontario, Canada
    • P. McIlroy, "Applications of nonlinear system identification," Master's thesis, Queen's University at Kingston, Ontario, Canada, 1986.
    • (1986)
    • McIlroy, P.1
  • 34
    • 0036740201 scopus 로고    scopus 로고
    • Fast orthogonal forward selection algorithm for feature subset selection
    • Sep
    • K. Mao, "Fast orthogonal forward selection algorithm for feature subset selection," IEEE Transactions on Neural Networks, vol. 13, no. 5, pp. 1218-1224, Sep 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.5 , pp. 1218-1224
    • Mao, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.