Adaptive software defined equalization techniques for indoor visible light communication

dc.contributor.authorMartinek, Radek
dc.contributor.authorDanys, Lukáš
dc.contributor.authorJaroš, René
dc.date.accessioned2021-03-01T10:51:06Z
dc.date.available2021-03-01T10:51:06Z
dc.date.issued2020
dc.description.abstractThis paper focuses on a channel feed-forward software defined equalization (FSDE) of visible light communication (VLC) multistate quadrature amplitude modulation (M-QAM) based system, implemented in the LabVIEW programming environment. A highly modular platform is introduced; the whole experiment is simulated in software and then thoroughly explored and analyzed during practical measurements in the laboratory, simulating real-world situations. The whole platform is based on modified National Instruments software defined radios (NI SDR) and a commercially available Philips light source, often used in Czech government institutions. Three FSDE algorithms were tested: least mean squares (LMS), normalized least mean squares (NLMS), and QR decomposition based RLS (QR-RLS). Based on measurements, QR-RLS provides the best results, improving measured values by up to 10%. The experiments also show that the simulated results are very similar to real measurements, thus proving the validity of the chosen approach. The whole platform manages to improve measured data simply by making changes to the software side of the testing prototype.cs
dc.description.firstpageart. no. 1618cs
dc.description.issue6cs
dc.description.sourceWeb of Sciencecs
dc.description.volume20cs
dc.identifier.citationSensors. 2020, vol. 20, issue 6, art. no. 1618.cs
dc.identifier.doi10.3390/s20061618
dc.identifier.issn1424-8220
dc.identifier.urihttp://hdl.handle.net/10084/142899
dc.identifier.wos000529139700077
dc.language.isoencs
dc.publisherMDPIcs
dc.relation.ispartofseriesSensorscs
dc.relation.urihttp://doi.org/10.3390/s20061618cs
dc.rights© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.cs
dc.rights.accessopenAccesscs
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/cs
dc.subjectfeed-forward software defined equalization (FSDE)cs
dc.subjectvisible light communication (VLC)cs
dc.subjectsoftware-defined radio (SDR)cs
dc.subjectmultistate quadrature amplitude modulation (M-QAM)cs
dc.subjectadaptive equalizerscs
dc.subjectQR decomposition based recursive least squares (RLS)cs
dc.titleAdaptive software defined equalization techniques for indoor visible light communicationcs
dc.typearticlecs
dc.type.statusPeer-reviewedcs
dc.type.versionpublishedVersioncs

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