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Volumn 222, Issue , 2013, Pages 203-212

Data filtering based recursive least squares algorithm for Hammerstein systems using the key-term separation principle

Author keywords

Hammerstein model; Key term separation principle; Least squares; Output error moving average (OEMA) system; Parameter estimation; Recursive identification

Indexed keywords

HAMMERSTEIN MODEL; LEAST SQUARE; MOVING AVERAGES; RECURSIVE IDENTIFICATION; SEPARATION PRINCIPLE;

EID: 84870056674     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2012.07.064     Document Type: Article
Times cited : (91)

References (33)
  • 1
    • 0036604581 scopus 로고    scopus 로고
    • A blind approach to the Hammerstein-Wiener model identification
    • E.W. Bai A blind approach to the Hammerstein-Wiener model identification Automatica 38 6 2002 967 979
    • (2002) Automatica , vol.38 , Issue.6 , pp. 967-979
    • Bai, E.W.1
  • 2
    • 77956010793 scopus 로고    scopus 로고
    • Auxiliary model based multi-innovation algorithms for multivariable nonlinear systems
    • J. Chen, Y. Zhang, and R.F. Ding Auxiliary model based multi-innovation algorithms for multivariable nonlinear systems Mathematical and Computer Modelling 52 9-10 2010 1428 1434
    • (2010) Mathematical and Computer Modelling , vol.52 , Issue.910 , pp. 1428-1434
    • Chen, J.1    Zhang, Y.2    Ding, R.F.3
  • 3
    • 70349509424 scopus 로고    scopus 로고
    • Nonlinear identification in structural dynamics based on Wiener series and Kautz filters
    • S. da Silva, S. Cogan, and E. Foltte Nonlinear identification in structural dynamics based on Wiener series and Kautz filters Mechanical Systems and Signal Processing 24 1 2010 52 58
    • (2010) Mechanical Systems and Signal Processing , vol.24 , Issue.1 , pp. 52-58
    • Da Silva, S.1    Cogan, S.2    Foltte, E.3
  • 4
    • 22344449915 scopus 로고    scopus 로고
    • Identification of Hammerstein nonlinear ARMAX systems
    • F. Ding, and T. Chen Identification of Hammerstein nonlinear ARMAX systems Automatica 41 9 2005 1479 1489
    • (2005) Automatica , vol.41 , Issue.9 , pp. 1479-1489
    • Ding, F.1    Chen, T.2
  • 5
    • 79551472381 scopus 로고    scopus 로고
    • Identification methods for Hammerstein nonlinear systems
    • F. Ding, P.X. Liu, and G. Liu Identification methods for Hammerstein nonlinear systems Digital Signal Processing 21 2 2011 215 238
    • (2011) Digital Signal Processing , vol.21 , Issue.2 , pp. 215-238
    • Ding, F.1    Liu, P.X.2    Liu, G.3
  • 6
    • 77955391352 scopus 로고    scopus 로고
    • Partially coupled stochastic gradient identification methods for non-uniformly sampled systems
    • F. Ding, G. Liu, and X.P. Liu Partially coupled stochastic gradient identification methods for non-uniformly sampled systems IEEE Transactions on Automatic Control 55 8 2010 1976 1981
    • (2010) IEEE Transactions on Automatic Control , vol.55 , Issue.8 , pp. 1976-1981
    • Ding, F.1    Liu, G.2    Liu, X.P.3
  • 7
    • 58349105805 scopus 로고    scopus 로고
    • Reconstruction of continuous-time systems from their non-uniformly sampled discrete-time systems
    • F. Ding, L. Qiu, and T. Chen Reconstruction of continuous-time systems from their non-uniformly sampled discrete-time systems Automatica 45 2 2009 324 332
    • (2009) Automatica , vol.45 , Issue.2 , pp. 324-332
    • Ding, F.1    Qiu, L.2    Chen, T.3
  • 8
    • 33745915835 scopus 로고    scopus 로고
    • Gradient-based identification methods for Hammerstein nonlinear ARMAX models
    • F. Ding, Y. Shi, and T. Chen Gradient-based identification methods for Hammerstein nonlinear ARMAX models Nonlinear Dynamics 45 1-2 2006 31 43
    • (2006) Nonlinear Dynamics , vol.45 , Issue.12 , pp. 31-43
    • Ding, F.1    Shi, Y.2    Chen, T.3
  • 9
    • 33947233313 scopus 로고    scopus 로고
    • Auxiliary model-based least-squares identification methods for Hammerstein output-error systems
    • F. Ding, Y. Shi, and T. Chen Auxiliary model-based least-squares identification methods for Hammerstein output-error systems Systems and Letters 56 5 2007 373 380
    • (2007) Systems and Letters , vol.56 , Issue.5 , pp. 373-380
    • Ding, F.1    Shi, Y.2    Chen, T.3
  • 10
    • 77956393917 scopus 로고    scopus 로고
    • A locally linear RBF network-based state-dependent AR model for nonlinear time series modeling
    • M. Gan, H. Peng, X.Y. Peng, X.H. Chen, and G. Inoussa A locally linear RBF network-based state-dependent AR model for nonlinear time series modeling Information Sciences 180 22 2010 4370 4383
    • (2010) Information Sciences , vol.180 , Issue.22 , pp. 4370-4383
    • Gan, M.1    Peng, H.2    Peng, X.Y.3    Chen, X.H.4    Inoussa, G.5
  • 11
    • 33947119781 scopus 로고    scopus 로고
    • A multi-variate Hammerstein model for processes with input directionality
    • H. Gerrit, and M. Wolfgang A multi-variate Hammerstein model for processes with input directionality Journal of Process Control 17 6 2007 539 550
    • (2007) Journal of Process Control , vol.17 , Issue.6 , pp. 539-550
    • Gerrit, H.1    Wolfgang, M.2
  • 13
    • 0037058223 scopus 로고    scopus 로고
    • Recursive identification of continuous-time Hammerstein systems
    • W. Greblicki Recursive identification of continuous-time Hammerstein systems International Journal of Systems Science 33 12 2002 969 977
    • (2002) International Journal of Systems Science , vol.33 , Issue.12 , pp. 969-977
    • Greblicki, W.1
  • 14
    • 67349090936 scopus 로고    scopus 로고
    • Multi-innovation stochastic gradient algorithms for multi-input multi-output systems
    • L.L. Han, and F. Ding Multi-innovation stochastic gradient algorithms for multi-input multi-output systems Digital Signal Processing 19 4 2009 545 554
    • (2009) Digital Signal Processing , vol.19 , Issue.4 , pp. 545-554
    • Han, L.L.1    Ding, F.2
  • 17
    • 34548604303 scopus 로고    scopus 로고
    • Comparison of different strategies of utilizing fuzzy clustering in structure identification
    • K. Kiliç, Ö. Uncu, and I.B. Trksen Comparison of different strategies of utilizing fuzzy clustering in structure identification Information Sciences 177 23 2007 5153 5162
    • (2007) Information Sciences , vol.177 , Issue.23 , pp. 5153-5162
    • Kiliç, K.1    Uncu, Ö.2    Trksen, I.B.3
  • 18
    • 33847706511 scopus 로고    scopus 로고
    • Hybridizing mixtures of experts with support vector machines: Investigation into nonlinear dynamic systems identification
    • C.A.M. Lima, A.L.V. Coelho, and F.J.V. Zuben Hybridizing mixtures of experts with support vector machines: investigation into nonlinear dynamic systems identification Information Sciences 177 10 2007 2049 2074
    • (2007) Information Sciences , vol.177 , Issue.10 , pp. 2049-2074
    • Lima, C.A.M.1    Coelho, A.L.V.2    Zuben, F.J.V.3
  • 19
    • 33845936054 scopus 로고    scopus 로고
    • Iterative identification of Hammerstein systems
    • Y. Liu, and E.W. Bai Iterative identification of Hammerstein systems Automatica 43 2 2007 346 354
    • (2007) Automatica , vol.43 , Issue.2 , pp. 346-354
    • Liu, Y.1    Bai, E.W.2
  • 21
    • 77957894975 scopus 로고    scopus 로고
    • Identification of a class of Wiener and Hammerstein-type nonlinear processes with monotonic static gains
    • U. Mehta, and S. Majhi Identification of a class of Wiener and Hammerstein-type nonlinear processes with monotonic static gains ISA Transactions 49 4 2010 501 509
    • (2010) ISA Transactions , vol.49 , Issue.4 , pp. 501-509
    • Mehta, U.1    Majhi, S.2
  • 22
    • 77957672053 scopus 로고    scopus 로고
    • Piecewise-linear approximation of non-linear models based on probabilistically/possibilistically interpreted intervals' numbers
    • S.E. Papadakis, and V.G. Kaburlasos Piecewise-linear approximation of non-linear models based on probabilistically/possibilistically interpreted intervals' numbers Information Sciences 180 24 2010 5060 5076
    • (2010) Information Sciences , vol.180 , Issue.24 , pp. 5060-5076
    • Papadakis, S.E.1    Kaburlasos, V.G.2
  • 25
    • 0029757872 scopus 로고    scopus 로고
    • Identifying MIMO Hammerstein systems in the context of subspace model identification methods
    • M. Verhaegen, and D. Westwick Identifying MIMO Hammerstein systems in the context of subspace model identification methods International Journal of Control 63 2 1996 331 349
    • (1996) International Journal of Control , vol.63 , Issue.2 , pp. 331-349
    • Verhaegen, M.1    Westwick, D.2
  • 26
    • 0031170015 scopus 로고    scopus 로고
    • Parameter identification of discontinuous Hammerstein systems
    • J. Vörös Parameter identification of discontinuous Hammerstein systems Automatica 33 6 1997 1141 1146
    • (1997) Automatica , vol.33 , Issue.6 , pp. 1141-1146
    • Vörös, J.1
  • 27
    • 9144235451 scopus 로고    scopus 로고
    • Recursive identification of Hammerstein systems with discontinuous nonlinearities containing dead-zones
    • J. Vörös Recursive identification of Hammerstein systems with discontinuous nonlinearities containing dead-zones IEEE Transactions on Automatic Control 48 12 2003 2203 2206
    • (2003) IEEE Transactions on Automatic Control , vol.48 , Issue.12 , pp. 2203-2206
    • Vörös, J.1
  • 28
    • 77950862482 scopus 로고    scopus 로고
    • Auxiliary model-based RELS and MI-ELS algorithms for Hammerstein OEMA systems
    • D.Q. Wang, Y.Y. Chu, and F. Ding Auxiliary model-based RELS and MI-ELS algorithms for Hammerstein OEMA systems Computers and Mathematics with Applications 59 9 2010 3092 3098
    • (2010) Computers and Mathematics with Applications , vol.59 , Issue.9 , pp. 3092-3098
    • Wang, D.Q.1    Chu, Y.Y.2    Ding, F.3
  • 29
    • 77953128333 scopus 로고    scopus 로고
    • Auxiliary model-based recursive generalized least squares parameter estimation for Hammerstein OEAR systems
    • D.Q. Wang, Y.Y. Chu, G.W. Yang, and F. Ding Auxiliary model-based recursive generalized least squares parameter estimation for Hammerstein OEAR systems Mathematical and Computer Modelling 52 1-2 2010 309 317
    • (2010) Mathematical and Computer Modelling , vol.52 , Issue.12 , pp. 309-317
    • Wang, D.Q.1    Chu, Y.Y.2    Yang, G.W.3    Ding, F.4
  • 30
    • 77954175887 scopus 로고    scopus 로고
    • Input-output data filtering based recursive least squares identification for CARARMA systems
    • D.Q. Wang, and F. Ding Input-output data filtering based recursive least squares identification for CARARMA systems Digital Signal Processing 20 4 2010 991 999
    • (2010) Digital Signal Processing , vol.20 , Issue.4 , pp. 991-999
    • Wang, D.Q.1    Ding, F.2
  • 31
    • 55649109065 scopus 로고    scopus 로고
    • Extended stochastic gradient identification algorithms for Hammerstein-Wiener ARMAX systems
    • D.Q. Wang, and F. Ding Extended stochastic gradient identification algorithms for Hammerstein-Wiener ARMAX systems Computers and Mathematics with Applications 56 12 2008 3157 3164
    • (2008) Computers and Mathematics with Applications , vol.56 , Issue.12 , pp. 3157-3164
    • Wang, D.Q.1    Ding, F.2
  • 32
    • 77954174920 scopus 로고    scopus 로고
    • Modeling and identification for non-uniformly periodically sampled-data systems
    • L. Xie, Y.J. Liu, H.Z. Yang, and F. Ding Modeling and identification for non-uniformly periodically sampled-data systems IET Control Theory and Applications 4 5 2010 784 794
    • (2010) IET Control Theory and Applications , vol.4 , Issue.5 , pp. 784-794
    • Xie, L.1    Liu, Y.J.2    Yang, H.Z.3    Ding, F.4
  • 33
    • 57249097181 scopus 로고    scopus 로고
    • Self-tuning control based on multi-innovation stochastic gradient parameter estimation
    • J.B. Zhang, F. Ding, and Y. Shi Self-tuning control based on multi-innovation stochastic gradient parameter estimation Systems and Control Letters 58 1 2009 69 75
    • (2009) Systems and Control Letters , vol.58 , Issue.1 , pp. 69-75
    • Zhang, J.B.1    Ding, F.2    Shi, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.