Document
type: Class

Continuant
type: Class

Entity
type: Class

Generically Dependent Continuant
type: Class

individual
rights: termsOfUse
date: 2026-08-25T14:37:32
publisher: vivo
type: Document
label: RDF description of Impact of Optical-to-Electrical Conversion on the Design of an End-to-End Learning RGB-LED-Based Visible Light Communication System - http://orbis.uaslp.mx/vivo/individual/scopus12256

Impact of Optical-to-Electrical Conversion on the Design of an End-to-End Learning RGB-LED-Based Visible Light Communication System
type: Document
type: Information Content Entity
estado: published
type: Continuant
freetext keyword: autoencoder (AE); color-shift keying (CSK); optical wireless communication (OWC); photodetector (PD); visible light communication (VLC)
most specific type: Article
issue: 7
most specific type: Document
volume: 11
abstract: Visible Light Communication (VLC) is emerging as a promising technology to meet the demands of fifth-generation (5G) networks and the Internet of Things (IoT). This study introduces a novel RGB-LED-based VLC system design that leverages autoencoders, addressing the often overlooked impact of optical-to-electrical (O/E) conversion efficiency. Unlike traditional methods, our autoencoder-based system not only improves communication performance but also mitigates the negative effects of O/E conversion. Through comprehensive simulations, we show that the proposed autoencoder structure enhances system robustness, achieving superior performance compared to traditional VLC systems. By quantitatively assessing the impact of O/E conversion—a critical aspect previously overlooked in the literature—our work bridges a crucial gap in VLC research. This contribution not only advances the understanding of VLC systems but also provides a strong foundation for future enhancements in 5G and IoT connectivity.
type: Article
has publication venue: Photonics
type: Generically Dependent Continuant
accesstype: Open Access
artnum: 616
date time value: article date 12257
type: Thing
has funding vehicle: funding4591
related by: authorship_75008
doi: 10.3390/photonics11070616
e iscopus: 2-s2.0-85199514014
related by: authorship_75007
type: Entity
crisid: 12257
related by: authorship_75006

Article
type: Class

Information Content Entity
type: Class

Photonics
type: Generically Dependent Continuant
type: Continuant
type: Periodical
publication venue for: Impact of Optical-to-Electrical Conversion on the Design of an End-to-End Learning RGB-LED-Based Visible Light Communication System
type: Journal
type: Collection
type: Document
type: Information Content Entity
type: Entity
type: Thing

funding4591
type: Relationship
type: BFO_0000020
type: Entity
type: Thing
type: Grant
type: Continuant
label: European Union NextGenerationEU; Universidad de Las Palmas de Gran Canaria, ULPGC; PRTR, (TED2021-130049A-C22); Agencia Estatal de Investigación, AEI, (TED2021-130049B-C21/22, PID2020-114561RB-I00, MCIN/AEI/10.13039/501100011033); State Government of San, (FME-2021-01-03, 23871)
funding vehicle for: Impact of Optical-to-Electrical Conversion on the Design of an End-to-End Learning RGB-LED-Based Visible Light Communication System