Identification and Control Using Volterra Models

Abstract

Identification and control using Volterra models. -( Communications and control engineering) l.Volterra equations 2.Automatic control-Mathematical models I.Title II.

Estimation of the multidimensional transient functions oculo-motor system of human

“…In order to build a model of Volterra [8] oculo-motor system (OMS) a person is encouraged to use the test deterministic effects, for example, step signals (the most appropriate for the study of the dynamics of OMS) [9], which simplifies the computational algorithm to identify and significantly reduce the time of processing of experimental data. There is a method and computer algorithms identifying deterministic nonlinear dynamical systems in the form of Volterra models using multi-test signals [10].…”

“…To describe the objects of unknown structure appropriate to use the most universal nonlinear nonparametric dynamic models -Volterra model [8]. The nonlinear and dynamic properties investigated object is uniquely described by a sequence of invariant with respect to the type of input signal is of multidimensional weight functions -Volterra kernels.…”

“…In the context the problem stated above -identification OMS -need to use the model (2) for the mathematical description of the object [8]: two pair rectus muscles (input object) provide eye movement up and down, left and right, and various combinations "FIGURE 1"; measured responses -the coordinates u(t) and v(t) current position the pupil relative to the initial position u0 and v0 (the outputs of the object). In this case in model (2) adopting =2 and =2.…”

Novel Neural Network Model of Power Amplifier Plus Iq Imbalances

“…Following the work of Doyle et al [16] of using 50% of samples for model identification and 50% for model verification, the first 50% of the dataset (21,409 pairs) is used to train the RSFTDNN model, while the remaining 50% of the dataset (21,409 pairs) is used for testing. As a criterion, the normalized root mean square error (NRMSE) is used to evaluate the performance and accuracy of the model:…”

A continuous stirred tank heater simulation model with applications

“…It appears in text books [26,10] and has been used for demonstration of control schemes and fault diagnosis. The reaction equations are non-linear because they include the bilinear products of flow rates, composition and temperature as well as the temperature dependence of reaction rate [26].…”