Towards the Development of Digital Twins for OWC Networks

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F25%3A00386929" target="_blank" >RIV/68407700:21230/25:00386929 - isvavai.cz</a>

Result on the web

<a href="https://doi.org/10.23919/SoftCOM66362.2025.11197393" target="_blank" >https://doi.org/10.23919/SoftCOM66362.2025.11197393</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.23919/SoftCOM66362.2025.11197393" target="_blank" >10.23919/SoftCOM66362.2025.11197393</a>

Result language

angličtina

Original language name

Towards the Development of Digital Twins for OWC Networks

Original language description

Digital Twin (DT) technology is often used to replicate physical systems in the digital domain and gain access to monitoring, managing, automating, and predicting the system's behavior and state. The modeling of the physical magnitudes becomes important when performing any possible operations on the obtained data sets. This article discusses the modeling and procedures used for the development of a base for DT systems with optical wireless communications (OWC). OWC is adversely affected by wireless channel impairments that must be addressed for reliable communications. The impact of atmospheric turbulence affects the free-space optical (FSO) links, which are a branch of optical wireless communication (OWC). This current research provides insight into a machine learning-based prediction model for predicting the scintillation index of an FSO link using a turbulence emulator chamber. The paper also discusses the fundamental concepts of DT development from the point of view of real-time data flow, implemented through an OWC link, highlighting connection interfaces and automatic control. In the context of DTs, modeling approaches and integration of intelligent systems play a crucial role. This article combines these two areas to provide some initial observations of the research activities carried out towards the development of a proof-ofconcept base for DT employing OWC as part of its target system and as the data interface.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

20201 - Electrical and electronic engineering

Project

<a href="/en/project/FW10010171" target="_blank" >FW10010171: Optical sensing of meteorological phenomena for use in automotive industry</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2025

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

33rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM)

ISBN

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ISSN

1847-358X

e-ISSN

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Number of pages

6

Pages from-to

1-6

Publisher name

IEEE Croatia Section

Place of publication

Dubrovnik

Event location

Split

Event date

Sep 20, 2025

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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