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    AUTOMATICA
    2010
    88views more  AUTOMATICA 2010»
    Identification of nonlinear systems using Polynomial Nonlinear State Space models
    13 years 7 months ago
    Identification of nonlinear systems using Polynomial Nonlinear State Space models
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    Johan Paduart, Lieve Lauwers, Jan Swevers, Kris Sm...
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    AUTOMATICA
    2010
    99views more  AUTOMATICA 2010»
    Two nonlinear optimization methods for black box identification compared
    13 years 7 months ago
    Two nonlinear optimization methods for black box identification compared
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    : In this paper, two nonlinear optimization methods for the identification of nonlinear systems are compared. Both methods estimate all the parameters of a polynomial nonlinear sta...
    Anne Van Mulders, Johan Schoukens, Marnix Volckaer...
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    ICASSP
    2011
    IEEE
    160views Signal Processing» more  ICASSP 2011»
    Fourier expansion of hammerstein models for nonlinear acoustic system identification
    12 years 11 months ago
    Fourier expansion of hammerstein models for nonlinear acoustic system identification
    Download  mirlab.org
    We consider the task of acoustic system identification, where the input signal undergoes a memoryless nonlinear transformation before convolving with an unknown linear system. We...
    Sarmad Malik, Gerald Enzner
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    NECO
    2002
    104views more  NECO 2002»
    An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models
    13 years 7 months ago
    An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models
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    A Bayesian ensemble learning method is introduced for unsupervised extraction of dynamic processes from noisy data. The data are assumed to be generated by an unknown nonlinear ma...
    Harri Valpola, Juha Karhunen
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    NN
    1998
    Springer
    109views Neural Networks» more  NN 1998»
    On-line identification of nonlinear systems using Volterra polynomial basis function neural networks
    13 years 7 months ago
    On-line identification of nonlinear systems using Volterra polynomial basis function neural networks
    Download  www.cds.caltech.edu
    Guoping Liu 0003, Visakan Kadirkamanathan, Stephen...
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