On the Use of System Identification for Accurate Parametric Modelling of Non-Linear Systems using Noisy Measurements. (ResearchIndex)

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On the Use of System Identification for Accurate Parametric Modelling of Non-Linear Systems using Noisy Measurements (Make Corrections)
G. Vandersteen, Y. Rolain, J. Schoukens, R. Pintelon

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Abstract: This paper gives a survey of identification methods for static strongly non-linear systems and proposes a robust and efficient estimation algorithm. Besides the asymptotic properties of the different estimators, practical consideration for non-linear modelling are given. The properties of the discussed system identification methods are illustrated on the measured strongly non-linear DC-characteristic of a forward biased PINdiode. I. INTRODUCTION Identification of linear systems was, and... (Update)

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BibTeX entry: (Update)

@misc{ vandersteen-use,
  author = "G. Vandersteen and Y. Rolain and J. Schoukens and R. Pintelon",
  title = "On the Use of System Identification for Accurate Parametric Modelling of
    Non-Linear Systems using Noisy Measurements.",
  url = "citeseer.ist.psu.edu/402826.html" }

Citations (may not include all citations):
686 Practical methods of optimization (context) - Fletcher - 1981
519 System Identification: Theory for the User (context) - Ljung - 1987
103 Physics of Semiconductor Devices (context) - Sze - 1981
64 The Volterra and Wiener Theories of Non-linear Systems (context) - Schetzen - 1980
31 Asymptotic Properties of Non-Linear Least Squares Estimators (context) - Jennrich - 1969
25 Parametric Identification of Transfer Functions in Frequency.. (context) - Pintelon, Guillaume et al. - 1994
18 On Best Conditioned Matrices (context) - Forsythe, Straus - 1955
17 A Stable and Efficient Algorithm for Non-linear Orthogonal D.. (context) - Boggs, Richard et al. - 1987
16 Transfer Function Synthesis as a Ratio of Two Complex Polyno.. (context) - Sanathanan, Koerner - 1963
14 Generation and use of Orthogonal Polynomials for Data Fittin.. (context) - Forsythe - 1957
9 Bias in Non-linear Estimation (context) - Box - 1971
8 Estimation for the Non-linear Functional Relationship (context) - Amemiya, Fuller - 1988
4 Robust Identification of Transfer Functions in the s- and z-.. (context) - Pintelon, Schoukens - 1990
3 Kendall's Advanced Theory of Statistics - 5th edition (context) - Stuart, Ord - 1987
2 the Use of Orthogonal Polynomials in High Order Frequency Do.. (context) - Rolain, Pintelon et al. - 1994

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On the Use of Compensated Total Least Squares in System.. - Vandersteen (Correct)
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