Software-defined implementation of a VLC-based positioning system

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.advisorDowhuszko, Alexis
dc.contributor.authorToshi, Tuba
dc.contributor.schoolSähkötekniikan korkeakoulufi
dc.contributor.schoolSchool of Electrical Engineeringen
dc.contributor.supervisorHämäläinen, Jyri
dc.date.accessioned2025-01-28T18:00:58Z
dc.date.available2025-01-28T18:00:58Z
dc.date.issued2024-12-31
dc.description.abstractThis MSc Thesis presents the design, analysis and proof-of-concept implementation of a Visible Light Communication (VLC)-based positioning systems that uses Software-Defined Radios (SDRs) to take advantages of the unique properties of optical wireless channels in indoor environments. This indoor positioning system uses Orthogonal Frequency Division Multiplexing (OFDM) modulation in an indoor controlled environment to provide jointly wireless data connectivity and determine the exact position of a Photodetector (PD)-enabled VLC receiver. The proof-of-concept demonstration that was implemented uses on purpose blue and white Light-Emitting-Diodes (LEDs) as transmitters and a PD as the receiver, emphasizing the influence of the electrical frequency response of the LEDs on the measurements of Channel State Information (CSI). The experiment also demonstrates that the larger modulation bandwidth of the blue LEDs gives cleaner and more accurate CSI estimation for the different subcarriers when compared to white LEDs; the reason for this is the low-pass response of the white LED resulting from the slow time response of the phosphor layer. A distributed Multiple-Input Single-Output (MISO) configuration is also implemented to ensure robustness relying on spatial diversity to grant accurate positioning estimation under challenging ultra-densification conditions. The software-defined proof-of-concept implemented as part of this MSc Thesis integrates GNU Radio and Universal Software Radio Peripheral (USRP) hardware into one scalable and flexible platform for generating, transmitting, receiving, reconstructing and analyzing OFDM-modulated signals. The obtained results highlight the feasibility of VLC-based indoor positioning systems and their application in smart environments with potentially high accuracy. The obtained experimental results have the potential to pave the way for 2D/3D indoor positioning and its integration with joint communication and sensing into the 6G landscape, thereby making it a very promising alternative for accurate indoor positioning in a secure way.en
dc.format.extent82
dc.format.mimetypeapplication/pdfen
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/133783
dc.identifier.urnURN:NBN:fi:aalto-202501282066
dc.language.isoenen
dc.locationP1fi
dc.programmeMaster's Programme in Computer, Communication and Information Sciencesen
dc.programme.majorCommunications Engineeringen
dc.subject.keywordoptical wireless communicationen
dc.subject.keywordvisible light communicationen
dc.subject.keywordindoor positioningen
dc.subject.keywordjoint communication and positioningen
dc.subject.keywordOFDM-based VLCen
dc.subject.keywordCSI-based rangingen
dc.titleSoftware-defined implementation of a VLC-based positioning systemen
dc.typeG2 Pro gradu, diplomityöfi
dc.type.ontasotMaster's thesisen
dc.type.ontasotDiplomityöfi
local.aalto.electroniconlyyes
local.aalto.openaccessyes

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