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Increasing the power and spectral efficiencies of an OFDM-based VLC system through multi-objective optimization

Wesley Da Silva Costa, Higor Camporez, Maria Pontes, Marcelo Segatto, Helder Rocha, Jair Silva, Malte Hinrichs, Anagnostis Paraskevopoulos, Volker Jungnickel, Ronald Freund

Onderzoeksoutput: ArticleAcademicpeer review

Samenvatting

The nonlinearity induced by light-emitting diodes in visible light communication (VLC) systems presents a challenge to the parametrization of orthogonal frequency division multiplexing (OFDM). The goal of the multi-objective optimization problem presented in this study is to maximize the transmitted power (superimposed LED bias-current and signal amplification) for both conventional and constant envelope (CE) OFDM while also maximizing spectral efficiency. The bit error rate (BER) metric is used to evaluate the optimization using the non-dominated sorting genetic algorithm II. Simulation results show that for a BER of 1×10 −3 , the signal-to-noise ratio (SNR) required decreases with the guard band due to intermodulation distortions. In contrast to SNR values of approximately 13 and 25 dB achieved by traditional OFDM-based systems, the VLC system with CE signals achieves a guard band of 6% of the signal bandwidth with required SNR values of approximately 10.8 and 24 dB for 4-quadrature amplitude modulation (QAM) and 16-QAM modulation orders, respectively.
Originele taal-2English
Pagina's (van-tot)1268-1275
Aantal pagina's8
TijdschriftJournal of the Optical Society of America A: Optics and Image Science, and Vision
Volume40
Nummer van het tijdschrift6
DOI's
StatusPublished - 2023

Keywords

  • frequentieverdeling multiplexing
  • optische beperking
  • optische signalen
  • fase-modulatie
  • signaalverwerking
  • communicatie via zichtbaar licht

Research Focus Areas Hanze University of Applied Sciences

  • Healthy Ageing

Research Focus Areas Research Centre or Centre of Expertise

  • Artificial Intelligence
  • Cyberfysical systems

Publinova thema's

  • ICT & Media
  • Gezondheid
  • Techniek

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