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20142022
most citedLinear System Identification in a Nonlinear Setting - Nonparametric analysis of the nonlinear distortions and their impact on the best linear approximation

109 citations · 955 across the 41 of their papers we have counts for

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math.NA2016

Modeling Parallel Wiener-Hammerstein Systems Using Tensor Decomposition of Volterra Kernels

Philippe Dreesen, David Westwick, Johan Schoukens +1

Providing flexibility and user-interpretability in nonlinear system identification can be achieved by means of block-oriented methods. One of such block-oriented system structures…

math.NA2014★ 58 cited

Decoupling Multivariate Polynomials Using First-Order Information

Philippe Dreesen, Mariya Ishteva, Johan Schoukens

We present a method to decompose a set of multivariate real polynomials into linear combinations of univariate polynomials in linear forms of the input variables. The method procee…