Recently, various algorithms for data-driven simulation and control have been proposed
based on the Willems' fundamental lemma. However, when collected data are noisy, these …

Scientists and engineers want accurate mathematical models of physical systems for
understanding, design, and control. To obtain accurate models, persistently exciting rich …

In this paper, a method for improving dynamic measurements, based on a modified
extended Kalman filter is proposed. In contrast with other methods based on the model of …

In this paper, a model-free method for the improvement of time-varying dynamic
measurements, based on an orthogonal Laguerre model is proposed. It is appropriate in the …

This thesis delves into regularized and nonparametric approaches in system identification
and data-driven control. Classical model-based control design relies on a compact …

In this paper, a SIL simulation of developed model-free method for time varying dynamic
measurements in control system is presented. As an example, the dynamic …

The paper proposes a model-free method for improvement of measurements dynamic in the
case of time-varying measurement quantity. As an example, the oscillating mass …

A measurement is a dynamic process, and a sensor is a dynamic system. The physical
quantities of interest are the inputs of the system, and the outputs are the electrical signals …

В работата е представен метод за подобрени динамични измервания на променяща
се във времето величина, неизползващ модел на измервателния процес. В качеството …

The size of the dust particles, their chemical composition and the elements adsorbed on
their surface directly affect the health of people. Different models and systems are used for …