Wiener system modelling by exponentially weighted aggregation
P Wachel - International Journal of Control, 2017 - Taylor & Francis
In the paper the aggregation algorithm for Wiener system modelling is proposed. The
method uses exponential weights to combine (aggregate) models from a given collection of …
method uses exponential weights to combine (aggregate) models from a given collection of …
Nonparametric identification of MISO Hammerstein system from structured data
The problem of nonparametric identification of a multivariate nonlinearity in a D-input
Hammerstein system is examined. It is demonstrated that if the input measurements are …
Hammerstein system is examined. It is demonstrated that if the input measurements are …
Multistage identification of Wiener-Hammerstein system
In the paper a three-stage, semirecursive scheme for the Wiener-Hammerstein system
identification is proposed. The algorithm combines both parametric and nonparametric …
identification is proposed. The algorithm combines both parametric and nonparametric …
Online identification of agent-based multi-model system and its application to the control valve circuit
X Zhao, G Yang, H Liu - International Journal of Computer …, 2017 - inderscienceonline.com
An agent-based online multi-model system is proposed in this paper, and the identification
method of the model is described in detail. In the agent-based system, each agent can …
method of the model is described in detail. In the agent-based system, each agent can …
Exponentially weighted aggregation of models for Wiener-Hammerstein system modelling
P Wacheł, Z Hasiewicz - … on Methods and Models in Automation …, 2017 - ieeexplore.ieee.org
In the paper the problem of Wiener-Hammerstein system (LNL) modelling by exponentially
weighted aggregation of models is discussed. The class of systems under consideration …
weighted aggregation of models is discussed. The class of systems under consideration …