Optimal Input Excitation Design for Nonparametric Uncertainty Quantification of Multi-Input Multi-Output Systems
Optimal Input Excitation Design for Nonparametric Uncertainty Quantification of Multi-Input Multi-Output Systems is a scholarly work, published in 2018 in ''IFAC Proceedings Volumes''. The main subjects of the publication include parametric statistics, non-parametric statistics, Structural health monitoring, computer science, frequency domain, parametrization, system identification, uncertainty quantification, algorithm, nonlinear system, crest factor, mathematics, and control theory. Finding the mathematical representations of the variances in terms of the estimation coherence and noise/nonlinearity contributions are of critical importance for the frequency-domain system identification where the objective function needs to be weighted in the parametrization step.