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Original Articles

A new bias-compensating LS method for continuous system identification in the presence of coloured noise

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Pages 1441-1452 | Received 07 Aug 1991, Published online: 30 Jun 2010

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J. Escobar & A. Poznyak. (2011) Time-varying matrix estimation in stochastic continuous-time models under coloured noise using LSM with forgetting factor. International Journal of Systems Science 42:12, pages 2009-2020.
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Articles from other publishers (25)

Xiao-Li Hu & James S. Welsh. (2020) Continuous-Time Model Identification From Filtered Sampled Data: Error Analysis. IEEE Transactions on Automatic Control 65:10, pages 4005-4015.
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Bingbing Shen, Feng Ding, Ling Xu & Tasawar Hayat. (2018) Data Filtering Based Multi-innovation Gradient Identification Methods for Feedback Nonlinear Systems. International Journal of Control, Automation and Systems 16:5, pages 2225-2234.
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Simon Mayr, Gernot Grabmair & Johann Reger. (2017) Input design and online system identification based on Poisson moment functions for system outputs with quantization noise. Input design and online system identification based on Poisson moment functions for system outputs with quantization noise.
Abir Khadhraoui, Khaled Jelassi, Jean-Claude Trigeassou & Pierre Melchior. (2015) Identification of Fractional Model by Least-Squares Method and Instrumental Variable. Journal of Computational and Nonlinear Dynamics 10:5.
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Xiao-Li Hu & James S. Welsh. (2012) Bias analysis of continuous-time model identification from filtered sample output data. Bias analysis of continuous-time model identification from filtered sample output data.
J. Escobar & A. Poznyak. (2007) Continuous-time identification using LS-method under colored noise perturbations. Continuous-time identification using LS-method under colored noise perturbations.
James S. Welsh, Graham C. Goodwin & Hugues Garnier. (2007) A METHOD FOR BIAS REDUCTION IN TIME DOMAIN LEAST SQUARES PARAMETER ESTIMATION. IFAC Proceedings Volumes 40:20, pages 590-595.
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G.P. Rao & H. Unbehauen. (2006) Identification of continuous-time systems. IEE Proceedings - Control Theory and Applications 153:2, pages 185-220.
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Z.Q. Song. (2005) Integral-equation-based continuous-time model identification of a magnetostrictive actuator. IEE Proceedings - Control Theory and Applications 152:1, pages 85-89.
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Zhaoqing Song & Guorong Zhao. (2004) Continuous-time model identification based on integral equation and its application in magnetostrictive actuator. Continuous-time model identification based on integral equation and its application in magnetostrictive actuator.
T. Söderström & M. Mossberg. (2000) Performance evaluation of methods for identifying continuous-time autoregressive processes. Automatica 36:1, pages 53-59.
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H. Fan, T. Soderstrom, M. Mossberg, B. Carlsson & Yuanjie Zou. (1999) Estimation of continuous-time AR process parameters from discrete-time data. IEEE Transactions on Signal Processing 47:5, pages 1232-1244.
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Wei Xing Zheng. (1998) On a least-squares-based algorithm for identification of stochastic linear systems. IEEE Transactions on Signal Processing 46:6, pages 1631-1638.
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H. Unbehauen & G.P. Rao. (1998) A review of identification in continuous-time systems. Annual Reviews in Control 22, pages 145-171.
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G. Geng & G.M. Geary. (1997) Application of a neural-network-based RLS algorithm in the generalized predictive control of a nonlinear air-handling plant. IEEE Transactions on Control Systems Technology 5:4, pages 439-445.
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T. Söderström, H. Fan, M. Mossberg & B. Carlsson. (1997) A Bias-Compensation Scheme for Estimating Continuous Time AR Process Parameters. IFAC Proceedings Volumes 30:11, pages 1287-1292.
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H. Unbehauen & P. Rao. (1997) Identification of Continuous-Time Systems: A Tutorial. IFAC Proceedings Volumes 30:11, pages 973-999.
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T. Soderstrom, H. Fan, B. Carlsson & S. Bigi. (1997) Least squares parameter estimation of continuous-time ARX models from discrete-time data. IEEE Transactions on Automatic Control 42:5, pages 659-673.
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Nenad M. Kircanski & Andrew A. Goldenberg. (2016) An Experimental Study of Nonlinear Stiffness, Hysteresis, and Friction Effects in Robot Joints with Harmonic Drives and Torque Sensors. The International Journal of Robotics Research 16:2, pages 214-239.
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H. Garnier, P. Sibille & T. Bastogne. (1997) A bias-free least-squares parameter estimator for continuous-time state-space models. A bias-free least-squares parameter estimator for continuous-time state-space models.
T. Soderstrom, H. Fan, B. Carlsson & M. Mossberg. (1997) Some approaches on how to use the delta operator when identifying continuous-time processes. Some approaches on how to use the delta operator when identifying continuous-time processes.
Wei Xing Zheng. (1997) Consistent parameter estimation of system transfer functions irrespective of noise dynamics. Consistent parameter estimation of system transfer functions irrespective of noise dynamics.
A.V.B. Subrahmanyam, D.C. Saha & G.P. Rao. (1996) Irreducible continuous model identification via Markov parameter estimation. Automatica 32:2, pages 249-253.
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H. Garnier, P. Sibille, H.L. Nguyen & T. Spott. (1994) A Bias-Compensating Least-Squares Method for Continuous-Time System Identification Via Poisson Moment Functionals. IFAC Proceedings Volumes 27:8, pages 1591-1596.
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