Publications
Estimation of nonparametric harmonic transfer functions for linear periodically time-varying systems using periodic excitations Vrije Universiteit Brussel
Regularized Nonparametric Volterra Kernel Estimation Vrije Universiteit Brussel
User-friendly nonlinear nonparametric estimation framework for vibro-acoustic industrial measurements with multiple inputs Vrije Universiteit Brussel
This paper introduces a user-friendly estimation framework for industrial measurements of vibro-acoustic systems with multiple inputs. Many mechanical structures are inherently nonlinear and there is no unique solution for modeling nonlinear systems. This is especially true when multiple-input, multiple-output (MIMO) systems are considered. This paper addresses the questions related to the user-friendly semi-automatic processing of MIMO ...
Estimation of nonparametric noise and FRF models for multivariable systems—Part I: Theory Vrije Universiteit Brussel
Estimation of nonparametric noise and FRF models for multivariable systems—Part II: Extensions, applications Vrije Universiteit Brussel
Welch Method Revisited: Nonparametric Power Spectrum Estimation Via Circular Overlap Vrije Universiteit Brussel
Estimation of Nonparametric Noise Models for Linear Dynamic Systems Vrije Universiteit Brussel
Nonparametric estimation of the cross ratio function Hasselt University University of Antwerp
A local polynomial approach to nonparametric estimation of the best linear approximation of lithium-ion battery from multiple datasets Vrije Universiteit Brussel
Battery short-term electrical impedance behavior varies between linear, linear time-varying, or nonlinear at different operating conditions. Data-based electrical impedance modeling techniques often model the battery as a linear time-invariant system at all operating conditions. In addition, these techniques require extensive and time consuming experimentation. Often due to sensor failures during experiments, constraints in data acquisition ...