Should we trust the prior knowledge of the system before processing observations? It is one
of fundamental questions in system identification. Correct parametric assumptions imposed …

The problem of nonlinear dynamic systems modelling by means of block-oriented models
has been strongly elaborated for the last four decades, due to vast variety of applications …

In recent years, the quadcopter has become a popular platform both in research activities
and in industrial development. Its success is due to its increased performance and …

The goal of the paper is to identify the Hammerstein-type systems excited and disturbed by
correlated random processes. The problem is semi-parametric in the sense that the …

Differential thermal analysis method and appropriate heating model are presented. Next, the
general description of designed and constructed device (by Authors)-Differential Scanning …

In the paper we recover the static characteristic of Wiener-Hammerstein (sandwich) system
from input-output data. The system is excited and disturbed by random processes with …

The paper surveys the ideas of cooperation between parametric and nonparametric (kernel-
based) algorithms of nonlinear block-oriented system identification. Various strategies are …

In the paper we show a new three-stage algorithm identifying the Hammerstein system
nonlinearity. The algorithm is designed to work when a poor a priori knowledge is available …

The paper considers popular problem of Hammerstein system identification. It is inspired by
the real problem concerning modeling of differential scanning calorimetry for chalcogenide …

In the paper we recover a Hammerstein system nonlinearity. Hammerstein systems,
incorporating nonlinearity and dynamics, play an important role in various applications, and …