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Volumn 36, Issue 7, 2010, Pages 993-998

Auxiliary model-based stochastic gradient algorithm for multivariable output error systems

Author keywords

Auxiliary model identification; Convergence property; Martingale convergence theorem; Multivariable systems; Parameter estimation; Recursive identification; Stochastic gradient (SG)

Indexed keywords

AUXILIARY MODELS; CONVERGENCE PROPERTIES; MARTINGALE CONVERGENCE THEOREM; RECURSIVE IDENTIFICATION; STOCHASTIC GRADIENT;

EID: 77955349328     PISSN: 02544156     EISSN: None     Source Type: Journal    
DOI: 10.3724/SP.J.1004.2010.00993     Document Type: Article
Times cited : (10)

References (18)
  • 1
    • 0036647204 scopus 로고    scopus 로고
    • A bias correction method for identification of linear dynamic errors-in-variables models
    • Zheng W X. A bias correction method for identification of linear dynamic errors-in-variables models. IEEE Transactions on Automatic Control, 2002, 47(7): 1142-1147
    • (2002) IEEE Transactions on Automatic Control , vol.47 , Issue.7 , pp. 1142-1147
    • Zheng, W.X.1
  • 2
    • 34249848170 scopus 로고    scopus 로고
    • Comparisons of bias compensation methods and other identification approaches for Box-Jenkins models
    • (in Chinese)
    • Yang Hui-Zhong, Zhang Yong. Comparisons of bias compensation methods and other identification approaches for Box-Jenkins models. Control Theory and Applications, 2007, 24(2): 215-222 (in Chinese)
    • (2007) Control Theory and Applications , vol.24 , Issue.2 , pp. 215-222
    • Yang, H.-Z.1    Zhang, Y.2
  • 3
    • 35948950221 scopus 로고    scopus 로고
    • Bias compensation recursive least squares identification for output error systems with colored noises
    • (in Chinese)
    • Zhang Yong, Yang Hui-Zhong. Bias compensation recursive least squares identification for output error systems with colored noises. Acta Automatica Sinica, 2007, 33(10): 1053-1060 (in Chinese)
    • (2007) Acta Automatica Sinica , vol.33 , Issue.10 , pp. 1053-1060
    • Zhang, Y.1    Yang, H.-Z.2
  • 4
    • 57249098115 scopus 로고    scopus 로고
    • Iterative identification and control design based on Vinnicombe distance
    • (in Chinese)
    • Zong Qun, Dou Li-Qian, Liu Wen-Jing. Iterative identification and control design based on Vinnicombe distance. Acta Automatica Sinica, 2008, 34(11): 1431-1436 (in Chinese)
    • (2008) Acta Automatica Sinica , vol.34 , Issue.11 , pp. 1431-1436
    • Zong, Q.1    Dou, L.-Q.2    Liu, W.-J.3
  • 5
    • 46449133930 scopus 로고    scopus 로고
    • Hierarchical optimization identification of LTI state-space systems by projected gradient search
    • (in Chinese)
    • Zhong Lu-Sheng, Song Zhi-Huan. Hierarchical optimization identification of LTI state-space systems by projected gradient search. Acta Automatica Sinica, 2008, 34(6): 711-715 (in Chinese)
    • (2008) Acta Automatica Sinica , vol.34 , Issue.6 , pp. 711-715
    • Zhong, L.-S.1    Song, Z.-H.2
  • 6
    • 60449093912 scopus 로고    scopus 로고
    • Recursive extended least squares identification method based on auxiliary models
    • (in Chinese)
    • Wang Dong-Qing. Recursive extended least squares identification method based on auxiliary models. Control Theory and Applications, 2009, 26(1): 51-56 (in Chinese)
    • (2009) Control Theory and Applications , vol.26 , Issue.1 , pp. 51-56
    • Wang, D.-Q.1
  • 7
    • 22144434326 scopus 로고    scopus 로고
    • Hierarchical gradient-based identification of multivariable discrete-time systems
    • Ding F, Chen T. Hierarchical gradient-based identification of multivariable discrete-time systems. Automatica, 2005, 41(2): 315-325
    • (2005) Automatica , vol.41 , Issue.2 , pp. 315-325
    • Ding, F.1    Chen, T.2
  • 8
    • 33751236756 scopus 로고    scopus 로고
    • Performance analysis of multi-innovation gradient type identification methods
    • Ding F, Chen T. Performance analysis of multi-innovation gradient type identification methods. Automatica, 2007, 43(1): 1-14
    • (2007) Automatica , vol.43 , Issue.1 , pp. 1-14
    • Ding, F.1    Chen, T.2
  • 9
    • 54049085765 scopus 로고    scopus 로고
    • Auxiliary models based multi-innovation generalized extended stochastic gradient algorithms
    • (in Chinese)
    • Wang Dong-Qing, Ding Feng. Auxiliary models based multi-innovation generalized extended stochastic gradient algorithms. Control and Decision, 2008, 23(9): 999-1003 (in Chinese)
    • (2008) Control and Decision , vol.23 , Issue.9 , pp. 999-1003
    • Wang, D.-Q.1    Ding, F.2
  • 10
    • 55649109065 scopus 로고    scopus 로고
    • Extended stochastic gradient identification algorithms for Hammerstein-wiener ARMAX systems
    • Wang D Q, Ding F. Extended stochastic gradient identification algorithms for Hammerstein-wiener ARMAX systems. Computers and Mathematics with Applications, 2008, 56(12): 3157-3164
    • (2008) Computers and Mathematics with Applications , vol.56 , Issue.12 , pp. 3157-3164
    • Wang, D.Q.1    Ding, F.2
  • 11
    • 3843087260 scopus 로고    scopus 로고
    • Combined parameter and output estimation of dual-rate systems using an auxiliary model
    • Ding F, Chen T. Combined parameter and output estimation of dual-rate systems using an auxiliary model. Automatica, 2004, 40(10): 1739-1748
    • (2004) Automatica , vol.40 , Issue.10 , pp. 1739-1748
    • Ding, F.1    Chen, T.2
  • 12
    • 16244397443 scopus 로고    scopus 로고
    • Hierarchical least squares identification methods for multivariable systems
    • Ding F, Chen T. Hierarchical least squares identification methods for multivariable systems. IEEE Transactions on Automatic Control, 2005, 50(3): 397-401
    • (2005) IEEE Transactions on Automatic Control , vol.50 , Issue.3 , pp. 397-401
    • Ding, F.1    Chen, T.2
  • 13
    • 49249128625 scopus 로고    scopus 로고
    • Performance analysis of stochastic gradient algorithms under weak conditions
    • Ding F, Yang H Z, Liu F. Performance analysis of stochastic gradient algorithms under weak conditions. Science in China Series F: Information Sciences, 2008, 51(9): 1269-1280
    • (2008) Science in China Series F: Information Sciences , vol.51 , Issue.9 , pp. 1269-1280
    • Ding, F.1    Yang, H.Z.2    Liu, F.3
  • 14
  • 17
    • 67349177024 scopus 로고    scopus 로고
    • Auxiliary model based multi-innovation extended stochastic gradient parameter estimation with colored measurement noises
    • Ding F, Liu P X, Liu G. Auxiliary model based multi-innovation extended stochastic gradient parameter estimation with colored measurement noises. Signal Processing, 2009, 89(10): 1883-1890
    • (2009) Signal Processing , vol.89 , Issue.10 , pp. 1883-1890
    • Ding, F.1    Liu, P.X.2    Liu, G.3
  • 18
    • 58349105805 scopus 로고    scopus 로고
    • Reconstruction of continuous-time systems from their non-uniformly sampled discrete-time systems
    • Ding F, Qiu L, Chen T. Reconstruction of continuous-time systems from their non-uniformly sampled discrete-time systems. Automatica, 2009, 45(2): 324-332
    • (2009) Automatica , vol.45 , Issue.2 , pp. 324-332
    • Ding, F.1    Qiu, L.2    Chen, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.