Have a personal or library account? Click to login
Stochastic Differential Equations Describing Systems with Coloured Noise Cover

Stochastic Differential Equations Describing Systems with Coloured Noise

Open Access
|Jan 2019

Abstract

In this paper we deal with stochastic differential equations, that describe systems effected by coloured noise. In electrical systems this can be the case, when e.g. transmission line is modelled by means of proper higher-order ladder network. We define the mathematical representation of the coloured noise as a solution of the Langevin equation and formulate the corresponding Itô type stochastic differential equation. Applying this theory we derive the stochastic model of the network and find sets of individual stochastic trajectories numerically via a stochastic version of the backward Euler scheme. Afterwards respective confi-dence intervals are computed statistically while utilizing Student’s t distribution. The theoretical results are illustrated by an example of a higher-order ladder network. Numerical simulations in the example are carried out using Matlab.

DOI: https://doi.org/10.2478/tmmp-2018-0009 | Journal eISSN: 1338-9750 | Journal ISSN: 12103195
Language: English
Page range: 99 - 107
Submitted on: Dec 11, 2017
Published on: Jan 25, 2019
Published by: Slovak Academy of Sciences, Mathematical Institute
In partnership with: Paradigm Publishing Services
Publication frequency: 3 issues per year

© 2019 Edita Kolářová, Lubomír Brančík, published by Slovak Academy of Sciences, Mathematical Institute
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.