Robust Online Correlation Method for Identification of a Nonparametric Model of Type 1 Diabetes - Dodek, Martin; Miklovicova, Eva (IEEE access, 2024)
Keywords: Adaptation models; Algorithms; Conjugate gradient method; Correlation; correlation function; Covariance matrix; Cross correlation; Diabetes; diabetes mellitus; Estimation; generalized least squares method; Gradient methods; Hessian matrices; Identification methods; Impulse testing; Insulin; Least mean squares methods; Mathematical models; nonparametric model; Nonparametric statistics; online parameter estimate; Optimization; Parameter estimation; Real time; Regularization; robust identification; Robust stability; Robustness (mathematics); Schulz method; System identification