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Volumn 40, Issue 3, 2010, Pages 767-778

Multiinnovation least-squares identification for system modeling

Author keywords

Convergence properties; Least squares (LS); Multiinnovation identification; Parameter estimation; Recursive identification; Stochastic processes

Indexed keywords

CONVERGENCE PROPERTIES; LEAST SQUARES; MULTI-INNOVATION IDENTIFICATION; RECURSIVE IDENTIFICATION; STOCHASTIC PROCESS;

EID: 77952585183     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2009.2028871     Document Type: Article
Times cited : (227)

References (33)
  • 2
    • 0031210986 scopus 로고    scopus 로고
    • Nonlinear parameter estimation by weighted linear associative memory with nonzero interception
    • Aug
    • J. C. Lin and D. M. Durand, "Nonlinear parameter estimation by weighted linear associative memory with nonzero interception, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 27, no. 4, pp. 692-702, Aug. 1997.
    • (1997) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.27 , Issue.4 , pp. 692-702
    • Lin, J.C.1    Durand, D.M.2
  • 3
    • 0033116436 scopus 로고    scopus 로고
    • Identification of nonlinear dynamic systems using functional link artificial neural networks
    • Apr
    • J. C. Patra, R. N. Pal, B. N. Chatterji, and G. Panda, "Identification of nonlinear dynamic systems using functional link artificial neural networks, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 29, no. 2, pp. 254-262, Apr. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.29 , Issue.2 , pp. 254-262
    • Patra, J.C.1    Pal, R.N.2    Chatterji, B.N.3    Panda, G.4
  • 4
    • 44849127663 scopus 로고    scopus 로고
    • Neighborhood detection for the identification of spatiotemporal systems
    • Jun
    • Y. Pan and S. A. Billings, "Neighborhood detection for the identification of spatiotemporal systems, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 3, pp. 846-854, Jun. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.38 , Issue.3 , pp. 846-854
    • Pan, Y.1    Billings, S.A.2
  • 5
    • 27144432011 scopus 로고    scopus 로고
    • State-estimator-based feedback control for a class of piezoelectric systems with hysteretic nonlinearity
    • Sep
    • C. L. Hwang and C. Jan, "State-estimator-based feedback control for a class of piezoelectric systems with hysteretic nonlinearity, " IEEE Trans. Syst., Man, Cybern. A, Syst., Human, vol. 35, no. 5, pp. 654-664, Sep. 2005.
    • (2005) IEEE Trans. Syst., Man, Cybern. A, Syst., Human , vol.35 , Issue.5 , pp. 654-664
    • Hwang, C.L.1    Jan, C.2
  • 7
    • 0031235783 scopus 로고    scopus 로고
    • Fuzzy bounded least-squares method for the identification of linear systems
    • Sep
    • X. J. Zeng and M. G. Singh, "Fuzzy bounded least-squares method for the identification of linear systems, " IEEE Trans. Syst., Man, Cybern. A, Syst., Human, vol. 27, no. 5, pp. 824-835, Sep. 1997.
    • (1997) IEEE Trans. Syst., Man, Cybern. A, Syst., Human , vol.27 , Issue.5 , pp. 824-835
    • Zeng, X.J.1    Singh, M.G.2
  • 8
    • 0031104418 scopus 로고    scopus 로고
    • Identification of nonlinear systems using random amplitude poisson distributed input functions
    • Mar
    • Y. T. Wu and R. J. Sclabassi, "Identification of nonlinear systems using random amplitude poisson distributed input functions, " IEEE Trans. Syst., Man, Cybern. A, Syst., Human, vol. 27, no. 2, pp. 222-234, Mar. 1997.
    • (1997) IEEE Trans. Syst., Man, Cybern. A, Syst., Human , vol.27 , Issue.2 , pp. 222-234
    • Wu, Y.T.1    Sclabassi, R.J.2
  • 9
    • 0031650280 scopus 로고    scopus 로고
    • Estimation of time-varying delay time in nonstationary linear systems: An approach to monitor human operator adaptation in manual tracking tasks
    • Jan
    • E. R. Boer and R. V. Kenyon, "Estimation of time-varying delay time in nonstationary linear systems: An approach to monitor human operator adaptation in manual tracking tasks, " IEEE Trans. Syst., Man, Cybern. A, Syst., Human, vol. 28, no. 1, pp. 89-99, Jan. 1998.
    • (1998) IEEE Trans. Syst., Man, Cybern. A, Syst., Human , vol.28 , Issue.1 , pp. 89-99
    • Boer, E.R.1    Kenyon, R.V.2
  • 10
    • 46649118857 scopus 로고    scopus 로고
    • Parameter identification and intersample output estimation for dual-rate systems
    • Jul
    • F. Ding, P. X. Liu, and H. Z. Yang, "Parameter identification and intersample output estimation for dual-rate systems, " IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 4, pp. 966-975, Jul. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.38 , Issue.4 , pp. 966-975
    • Ding, F.1    Liu, P.X.2    Yang, H.Z.3
  • 12
    • 33751236756 scopus 로고    scopus 로고
    • Performance analysis of multi-innovation gradient type identification methods
    • Jan
    • F. Ding and T. Chen, "Performance analysis of multi-innovation gradient type identification methods, " Automatica, vol. 43, no. 1, pp. 1-14, Jan. 2007.
    • (2007) Automatica , vol.43 , Issue.1 , pp. 1-14
    • Ding, F.1    Chen, T.2
  • 13
    • 33947255089 scopus 로고    scopus 로고
    • Multi-innovation least squares identification methods based on the auxiliary model for MISO systems
    • Apr
    • F. Ding, H. Chen, and M. Li, "Multi-innovation least squares identification methods based on the auxiliary model for MISO systems, " Appl. Math. Comput., vol. 186, no. 1, pp. 184-192, Apr. 2007.
    • (2007) Appl. Math. Comput. , vol.186 , Issue.1 , pp. 184-192
    • Ding, F.1    Chen, H.2    Li, M.3
  • 15
    • 67349177024 scopus 로고    scopus 로고
    • Auxiliary model based multi-innovation extended stochastic gradient parameter estimation with colored measurement noises
    • Oct
    • F. Ding, P. X. Liu, and G. Liu, "Auxiliary model based multi-innovation extended stochastic gradient parameter estimation with colored measurement noises, " Signal Process., vol. 89, no. 10, pp. 1883-1890, Oct. 2009.
    • (2009) Signal Process. , vol.89 , Issue.10 , pp. 1883-1890
    • Ding, F.1    Liu, P.X.2    Liu, G.3
  • 16
    • 57249097181 scopus 로고    scopus 로고
    • Self-tuning control based on multiinnovation stochastic gradient parameter estimation
    • Jan
    • J. B. Zhang, F. Ding, and Y. Shi, "Self-tuning control based on multiinnovation stochastic gradient parameter estimation, " Syst. Control Lett., vol. 58, no. 1, pp. 69-75, Jan. 2009.
    • (2009) Syst. Control Lett. , vol.58 , Issue.1 , pp. 69-75
    • Zhang, J.B.1    Ding, F.2    Shi, Y.3
  • 17
    • 0016435519 scopus 로고
    • A square-root-filter for real-time multivariable regression
    • V. Peterka, "A square-root-filter for real-time multivariable regression, " Kybernetika, vol. 11, no. 1, pp. 55-67, 1975.
    • (1975) Kybernetika , vol.11 , Issue.1 , pp. 55-67
    • Peterka, V.1
  • 18
    • 16344391042 scopus 로고    scopus 로고
    • Performance bounds of forgetting factor leastsquares algorithm for time-varying systems with finite measurement data
    • Mar
    • F. Ding and T. Chen, "Performance bounds of forgetting factor leastsquares algorithm for time-varying systems with finite measurement data, " IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 52, no. 3, pp. 555-566, Mar. 2005.
    • (2005) IEEE Trans. Circuits Syst. I, Reg. Papers , vol.52 , Issue.3 , pp. 555-566
    • Ding, F.1    Chen, T.2
  • 19
    • 3843087260 scopus 로고    scopus 로고
    • Combined parameter and output estimation of dual-rate systems using an auxiliary model
    • Oct
    • F. Ding and T. Chen, "Combined parameter and output estimation of dual-rate systems using an auxiliary model, " Automatica, vol. 40, no. 10, pp. 1739-1748, Oct. 2004.
    • (2004) Automatica , vol.40 , Issue.10 , pp. 1739-1748
    • Ding, F.1    Chen, T.2
  • 20
    • 0000258837 scopus 로고
    • Least squares estimates in stochastic regression models with applications to identification and control of dynamic systems
    • T. L. Lai and C. Z. Wei, "Least squares estimates in stochastic regression models with applications to identification and control of dynamic systems, " Ann. Stat., vol. 10, no. 1, pp. 154-166, 1982.
    • (1982) Ann. Stat. , vol.10 , Issue.1 , pp. 154-166
    • Lai, T.L.1    Wei, C.Z.2
  • 21
    • 0001736578 scopus 로고
    • Extended least squares and their applications to adaptive control and prediction in linear sytems
    • Oct
    • T. L. Lai and C. Z. Wei, "Extended least squares and their applications to adaptive control and prediction in linear sytems, " IEEE Trans. Autom. Control, vol. AC-31, no. 10, pp. 898-906, Oct. 1986.
    • (1986) IEEE Trans. Autom. Control , vol.AC-31 , Issue.10 , pp. 898-906
    • Lai, T.L.1    Wei, C.Z.2
  • 22
    • 0028526540 scopus 로고
    • Stochastic adaptive prediction and model reference control
    • Oct
    • W. Ren and P. K. Kumar, "Stochastic adaptive prediction and model reference control, " IEEE Trans. Autom. Control, vol. 39, no. 10, pp. 2047-2060, Oct. 1994.
    • (1994) IEEE Trans. Autom. Control , vol.39 , Issue.10 , pp. 2047-2060
    • Ren, W.1    Kumar, P.K.2
  • 23
    • 34548270038 scopus 로고    scopus 로고
    • 2 filtering in networked control systems with multiple packet dropout
    • Aug
    • 2 filtering in networked control systems with multiple packet dropout, " IEEE Trans. Autom. Control, vol. 52, no. 8, pp. 1508-1513, Aug. 2007.
    • (2007) IEEE Trans. Autom. Control , vol.52 , Issue.8 , pp. 1508-1513
    • Sahebsara, M.1    Chen, T.2    Shah, S.L.3
  • 24
    • 34547114012 scopus 로고    scopus 로고
    • Design of networked control systems with packet dropouts
    • DOI 10.1109/TAC.2007.900839
    • J. Wu and T. Chen, "Design of networked control systems with packet dropouts, " IEEE Trans. Autom. Control, vol. 52, no. 7, pp. 1314-1319, Jul. 2007. (Pubitemid 47098945)
    • (2007) IEEE Transactions on Automatic Control , vol.52 , Issue.7 , pp. 1314-1319
    • Wu, J.1    Chen, T.2
  • 25
    • 33845215508 scopus 로고    scopus 로고
    • Parameter identification of Wiener systems with multisegment piecewise-linear nonlinearities
    • Feb
    • J. Vörös, "Parameter identification of Wiener systems with multisegment piecewise-linear nonlinearities, " Syst. Control Lett., vol. 56, no. 2, pp. 99-105, Feb. 2007.
    • (2007) Syst. Control Lett. , vol.56 , Issue.2 , pp. 99-105
    • Vörös, J.1
  • 26
    • 44849095836 scopus 로고    scopus 로고
    • A predictive control-based approach to networked Hammerstein systems: Design and stability analysis
    • Jun
    • Y. B. Zhao, G. P. Liu, and D. Rees, "A predictive control-based approach to networked Hammerstein systems: Design and stability analysis, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 3, pp. 700-708, Jun. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.38 , Issue.3 , pp. 700-708
    • Zhao, Y.B.1    Liu, G.P.2    Rees, D.3
  • 27
    • 26844431514 scopus 로고    scopus 로고
    • Interval fuzzy modeling applied to Wiener models with uncertainties
    • Oct
    • I. Skrjanc, S. Blazic, and O. E. Agamennoni, "Interval fuzzy modeling applied to Wiener models with uncertainties, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 35, no. 5, pp. 1092-1095, Oct. 2005.
    • (2005) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.35 , Issue.5 , pp. 1092-1095
    • Skrjanc, I.1    Blazic, S.2    Agamennoni, O.E.3
  • 28
    • 51349143973 scopus 로고    scopus 로고
    • Multi-innovation least squares parameter estimation algorithms for stochastic regression models
    • Victoria, BC, Canada, May 12-15
    • F. Ding and P. X. Liu, "Multi-innovation least squares parameter estimation algorithms for stochastic regression models, " in Proc. IEEE I2MTC, Victoria, BC, Canada, May 12-15, 2008, pp. 933-938.
    • (2008) Proc. IEEE I2MTC , pp. 933-938
    • Ding, F.1    Liu, P.X.2
  • 29
    • 3843084127 scopus 로고    scopus 로고
    • Identification of dual-rate systems based on finite impulse response models
    • F. Ding and T. Chen, "Identification of dual-rate systems based on finite impulse response models, " Int. J. Adapt. Control Signal Process., vol. 18, no. 7, pp. 589-598, 2004.
    • (2004) Int. J. Adapt. Control Signal Process. , vol.18 , Issue.7 , pp. 589-598
    • Ding, F.1    Chen, T.2
  • 30
    • 25844444580 scopus 로고    scopus 로고
    • Parameter estimation of dual-rate stochastic systems by using an output error method
    • Sep
    • F. Ding and T. Chen, "Parameter estimation of dual-rate stochastic systems by using an output error method, " IEEE Trans. Autom. Control, vol. 50, no. 9, pp. 1436-1441, Sep. 2005.
    • (2005) IEEE Trans. Autom. Control , vol.50 , Issue.9 , pp. 1436-1441
    • Ding, F.1    Chen, T.2
  • 31
    • 22344449915 scopus 로고    scopus 로고
    • Identification of Hammerstein nonlinear ARMAX systems
    • Sep
    • F. Ding and T. Chen, "Identification of Hammerstein nonlinear ARMAX systems, " Automatica, vol. 41, no. 9, pp. 1479-1489, Sep. 2005.
    • (2005) Automatica , vol.41 , Issue.9 , pp. 1479-1489
    • Ding, F.1    Chen, T.2
  • 32
    • 33947233313 scopus 로고    scopus 로고
    • Auxiliary model-based least-squares identification methods for Hammerstein output-error systems
    • May 2007
    • F. Ding, Y. Shi, and T. Chen, "Auxiliary model-based least-squares identification methods for Hammerstein output-error systems, " Syst. Control Lett., vol. 56, no. 5, pp. 373-380, May 2007.
    • Syst. Control Lett. , vol.56 , Issue.5 , pp. 373-380
    • Ding, F.1    Shi, Y.2    Chen, T.3
  • 33
    • 58349105805 scopus 로고    scopus 로고
    • Reconstruction of continuous-time systems from their non-uniformly sampled discrete-time systems
    • Feb
    • F. Ding, L. Qiu, and T. Chen, "Reconstruction of continuous-time systems from their non-uniformly sampled discrete-time systems, " Automatica, vol. 45, no. 2, pp. 324-332, Feb. 2009.
    • (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.